{"id":224131,"date":"2025-11-02T19:13:52","date_gmt":"2025-11-02T20:13:52","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/2202-05170\/"},"modified":"2025-11-02T19:13:52","modified_gmt":"2025-11-02T20:13:52","slug":"2202-05170","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/2202-05170\/","title":{"rendered":"\u0645\u0642\u0627\u0644\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc"},"content":{"rendered":"<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); padding: 30px; border-radius: 15px; color: white; margin-bottom: 30px;\">\n<h2 style=\"color: white; text-align: center; margin-bottom: 20px;\">\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc<\/h2>\n<\/p><\/div>\n<table class=\"paper-info-table\" border=\"1\" cellpadding=\"10\" cellspacing=\"0\" style=\"width: 100%; margin-bottom: 20px; border-collapse: collapse; direction: rtl;\">\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right; width: 35%;\">\u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa; font-weight: bold;\">\u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646<\/th>\n<td style=\"text-align: right; background-color: #ffffff;\">Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0639\u0644\u0645\u06cc<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa;\">Signal Processing,Artificial Intelligence,Machine Learning<\/td>\n<\/tr>\n<\/table>\n<div style=\"border: 2px dashed #4CAF50; border-radius: 16px; padding: 20px; background: #f9fff9; font-family: 'IRANSans', sans-serif;\">\r\n  <h2 style=\"color: #2E7D32; margin-top: 0;\">\ud83d\udcd8 \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc<\/h2>\r\n  <ul style=\"list-style-type: \u2705; padding-left: 20px; font-size: 16px; line-height: 1.8;\">\r\n    <li>\u0634\u0627\u0645\u0644 <strong>\u0641\u0627\u06cc\u0644 \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u0644\u0647 (PDF \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc)<\/strong><\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0641\u0627\u06cc\u0644 PDF \u062a\u0648\u0636\u06cc\u062d \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0627 \u0628\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0631\u0648\u0627\u0646<\/li>\r\n    <li>\u062f\u0627\u0631\u0627\u06cc <strong>\u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u062a\u0648\u0636\u06cc\u062d \u06a9\u0627\u0645\u0644 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n  <\/ul>\r\n  <p style=\"color: #388E3C; font-weight: bold; font-size: 18px; margin-top: 20px;\">\r\n    \ud83c\udfaf \u0647\u0645\u0647\u200c\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0628\u0627 \u0647\u062f\u0641 \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0639\u0644\u0645\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.\r\n  <\/p>\r\n  <p style=\"font-size: 16px; line-height: 1.8;\">\r\n    \u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0631 <strong>\u062f\u0627\u0646\u0644\u0648\u062f \u0641\u0627\u06cc\u0644\u200c\u0647\u0627<\/strong> \u0628\u0627 \u0645\u0634\u06a9\u0644\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u06cc\u062f\u060c \u0644\u0637\u0641\u0627\u064b \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \r\n    <strong>09395106248<\/strong> \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645 \r\n    <strong>@ma_limbs<\/strong> \u067e\u06cc\u0627\u0645 \u062f\u0647\u06cc\u062f \u062a\u0627 \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627 \u0641\u0648\u0631\u0627\u064b \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0645\u062c\u062f\u062f\u0627\u064b \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u0646\u062f.\r\n  <\/p>\r\n<\/div>\r\n\n<article class=\"violin-complex-pieces\" style=\"font-family: 'Vazirmatn', sans-serif;color: #2E2E2E;line-height: 1.75;max-width: 800px;margin: 40px auto;padding: 30px;background: #FFFFFF;border-radius: 12px;box-shadow: 0 6px 20px rgba(0,0,0,0.05);\">\n<style>\n.violin-complex-pieces h1 { text-align: center; font-size: 2.8rem; color: #1F3A5E; margin-bottom: 24px; }\n.violin-complex-pieces h2 { position: relative; font-size: 1.9rem; color: #243A5E; margin-top: 36px; margin-bottom: 16px; padding-bottom: 6px; }\n.violin-complex-pieces h2::after { content: \"\"; position: absolute; left: 0; bottom: 0; width: 60px; height: 4px; background: linear-gradient(90deg,#4A90E2,#50E3C2); border-radius: 2px; }\n.section-box { background: #F7F9FC; border: 1px solid #E0E4E8; border-radius: 8px; padding: 24px; margin-top: 20px; transition: transform 0.2s, box-shadow 0.2s; }\n.section-box:hover { transform: translateY(-4px); box-shadow: 0 8px 24px rgba(42,77,102,0.1); }\n.section-box p, .section-box ul { margin-bottom: 12px; }\nul { margin-left: 24px; }\nul li { margin-bottom: 8px; }\n.highlight { background: #EAF4FF; color: #1F3A5E; padding: 3px 6px; border-radius: 4px; font-weight: bold; }\n<\/style>\n<h1>\u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG<\/h1>\n<h2>\u06f1. \u0645\u0639\u0631\u0641\u06cc \u0645\u0642\u0627\u0644\u0647 \u0648 \u0627\u0647\u0645\u06cc\u062a \u0622\u0646<\/h2>\n<div class=\"section-box\">\n<p>\n                \u062a\u062d\u0644\u06cc\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u0644\u06a9\u062a\u0631\u0648\u0627\u0646\u0633\u0641\u0627\u0644\u0648\u06af\u0631\u0627\u0645 (EEG) \u06cc\u0627 \u0646\u0648\u0627\u0631 \u0645\u063a\u0632\u06cc\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062f\u0631 \u0639\u0644\u0648\u0645 \u0627\u0639\u0635\u0627\u0628\u060c \u067e\u0632\u0634\u06a9\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u0631\u0627\u0628\u0637\u200c\u0647\u0627\u06cc \u0645\u063a\u0632 \u0648 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (BCI) \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc EEG \u0628\u0647 \u0637\u0648\u0631 \u0630\u0627\u062a\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u060c \u067e\u0631 \u0627\u0632 \u0646\u0648\u06cc\u0632 \u0648 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0647 \u0637\u0648\u0631 \u0633\u0646\u062a\u06cc\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0624\u062b\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u06cc \u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u200c\u0633\u0627\u0632 (Hand-crafted Feature Extraction) \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0632\u0645\u0627\u0646\u200c\u0628\u0631 \u0648 \u067e\u0631\u0647\u0632\u06cc\u0646\u0647 \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0647 \u062f\u0627\u0646\u0634 \u062a\u062e\u0635\u0635\u06cc \u0639\u0645\u06cc\u0642\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0648 \u0639\u0644\u0648\u0645 \u0627\u0639\u0635\u0627\u0628 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f \u0648 \u0627\u063a\u0644\u0628 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06af\u0644\u0648\u06af\u0627\u0647 \u0627\u0635\u0644\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 EEG \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.\n            <\/p>\n<p>\n                \u0645\u0642\u0627\u0644\u0647 \u00ab\u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG\u00bb \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062a\u06cc\u0645\u06cc \u0627\u0632 \u0645\u062d\u0642\u0642\u0627\u0646 \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u06cc\u06a9 \u0631\u0627\u0647\u200c\u062d\u0644 \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0686\u0627\u0644\u0634 \u062f\u06cc\u0631\u06cc\u0646\u0647 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u060c \u0628\u0627 \u0627\u0644\u0647\u0627\u0645 \u0627\u0632 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP)\u060c \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u0648 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u062f\u0633\u062a\u06cc \u0631\u0627 \u0627\u0632 \u0628\u06cc\u0646 \u0628\u0631\u062f. \u0627\u0647\u0645\u06cc\u062a \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u062f\u0631 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0622\u0646 \u0628\u0631\u0627\u06cc <span class=\"highlight\">\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 \u062c\u062f\u06cc\u062f \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u063a\u0632\u06cc<\/span> \u0646\u0647\u0641\u062a\u0647 \u0627\u0633\u062a\u061b \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u0635\u0648\u0631\u062a \u0633\u0631\u062a\u0627\u0633\u0631\u06cc (End-to-End) \u0642\u0627\u062f\u0631 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0647\u0633\u062a\u0646\u062f \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u060c \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u200c\u062a\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u06f2. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0648 \u0632\u0645\u06cc\u0646\u0647 \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<div class=\"section-box\">\n<p>\n                \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062d\u0627\u0635\u0644 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0686\u0647\u0627\u0631 \u067e\u0698\u0648\u0647\u0634\u06af\u0631 \u0628\u0647 \u0646\u0627\u0645\u200c\u0647\u0627\u06cc \u06af\u0648\u0631\u0627\u0648 \u0633\u06cc\u062f\u0647\u0627\u062f (Gourav Siddhad)\u060c \u0622\u0646\u0645\u0648\u0644 \u06af\u0648\u067e\u062a\u0627 (Anmol Gupta)\u060c \u062f\u0628\u06cc \u067e\u0631\u0627\u0633\u0627\u062f \u062f\u0648\u06af\u0631\u0627 (Debi Prosad Dogra) \u0648 \u067e\u0627\u0631\u062a\u0627 \u067e\u0631\u0627\u062a\u06cc\u0645 \u0631\u0648\u06cc (Partha Pratim Roy) \u0627\u0633\u062a. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u062f\u0631 \u062a\u0642\u0627\u0637\u0639 \u0633\u0647 \u062d\u0648\u0632\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0644\u0645\u06cc \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f:\n            <\/p>\n<ul>\n<li><b>\u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u06cc\u06af\u0646\u0627\u0644 (Signal Processing):<\/b> \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u0641\u0633\u06cc\u0631 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0628\u06cc\u0648\u0644\u0648\u0698\u06cc\u06a9\u06cc \u0645\u0627\u0646\u0646\u062f EEG.<\/li>\n<li><b>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (Artificial Intelligence):<\/b> \u0637\u0631\u0627\u062d\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647\u060c \u0645\u0627\u0646\u0646\u062f \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0647\u0633\u062a\u0646\u062f.<\/li>\n<li><b>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (Machine Learning):<\/b> \u0628\u0647 \u0648\u06cc\u0698\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (Deep Learning) \u06a9\u0647 \u0628\u0631 \u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<p>\n                \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u062f\u0631 \u0628\u0633\u062a\u0631 \u06cc\u06a9 \u0631\u0648\u0646\u062f \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0639\u0644\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u06a9\u0644 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u067e\u0633 \u0627\u0632 \u0622\u0646\u06a9\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u062f\u0631\u06a9 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u060c \u0645\u062d\u0642\u0642\u0627\u0646 \u0628\u0647 \u0633\u0631\u0639\u062a \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0627\u0646\u0646\u062f \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0648 \u0627\u06a9\u0646\u0648\u0646\u060c \u062a\u062d\u0644\u06cc\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0628\u06cc\u0648\u0645\u062a\u0631\u06cc\u06a9 \u062f\u0631\u06cc\u0627\u0641\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0646\u0645\u0648\u0646\u0647\u200c\u0627\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0646\u062a\u0642\u0627\u0644 \u0641\u0646\u0627\u0648\u0631\u06cc \u0648 \u0627\u0646\u0637\u0628\u0627\u0642 \u06cc\u06a9 \u0645\u062f\u0644 \u0645\u0648\u0641\u0642 \u0627\u0632 \u06cc\u06a9 \u062d\u0648\u0632\u0647 \u0628\u0647 \u062d\u0648\u0632\u0647\u200c\u0627\u06cc \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.\n            <\/p>\n<\/p><\/div>\n<h2>\u06f3. \u0686\u06a9\u06cc\u062f\u0647 \u0648 \u062e\u0644\u0627\u0635\u0647 \u0645\u062d\u062a\u0648\u0627<\/h2>\n<div class=\"section-box\">\n<p>\n                \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG (\u067e\u0633 \u0627\u0632 \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0647) \u0627\u0633\u062a. \u0645\u062d\u0642\u0642\u0627\u0646 \u0627\u06cc\u0646 \u0641\u0631\u0636\u06cc\u0647 \u0631\u0627 \u0645\u0637\u0631\u062d \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u060c \u0628\u0647 \u0644\u0637\u0641 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 \u062a\u0648\u062c\u0647 (Attention Mechanism) \u062e\u0648\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0648 \u0641\u0636\u0627\u06cc\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc EEG \u0631\u0627 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u062a\u0639\u0631\u06cc\u0641\u200c\u0634\u062f\u0647\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f.\n            <\/p>\n<p>\n                \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0648\u062f\u0646 \u0627\u06cc\u0646 \u0641\u0631\u0636\u06cc\u0647\u060c \u0622\u0646\u200c\u0647\u0627 \u06cc\u06a9 \u0645\u062f\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u062c\u0632\u0627 \u0628\u0627 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u0646\u062f:\n            <\/p>\n<ul>\n<li><b>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u062d\u0644\u06cc (\u0633\u0646 \u0648 \u062c\u0646\u0633\u06cc\u062a):<\/b> \u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0633\u0646 \u0648 \u062c\u0646\u0633\u06cc\u062a \u0627\u0641\u0631\u0627\u062f \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc EEG \u062d\u0627\u0644\u062a \u0627\u0633\u062a\u0631\u0627\u062d\u062a (Resting-state) \u0622\u0646\u200c\u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0628\u06cc\u0648\u0645\u062a\u0631\u06cc\u06a9 \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0627\u0633\u062a.<\/li>\n<li><b>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0639\u0645\u0648\u0645\u06cc STEW (\u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0630\u0647\u0646\u06cc):<\/b> \u062f\u0631 \u0628\u062e\u0634 \u062f\u0648\u0645\u060c \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u0634\u0646\u0627\u062e\u062a\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631\u060c \u06cc\u0639\u0646\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0637\u062d \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0630\u0647\u0646\u06cc (Mental Workload) \u062f\u0631 \u062d\u06cc\u0646 \u0627\u0646\u062c\u0627\u0645 \u0686\u0646\u062f \u0648\u0638\u06cc\u0641\u0647\u060c \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a. \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u0639\u062a\u0628\u0631 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0639\u0645\u0648\u0645 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f \u062a\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0639\u0645\u06cc\u0645\u200c\u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644 \u0633\u0646\u062c\u06cc\u062f\u0647 \u0634\u0648\u062f.<\/li>\n<\/ul>\n<p>\n                \u0646\u062a\u0627\u06cc\u062c \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0645\u062f\u0644 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0628\u0647 \u062f\u0642\u062a\u200c\u0647\u0627\u06cc\u06cc \u062f\u0633\u062a \u06cc\u0627\u0641\u062a \u06a9\u0647 \u0628\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0631\u0648\u0632 (State-of-the-Art) \u06a9\u0647 \u0627\u063a\u0644\u0628 \u0628\u0631 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u06cc \u062a\u06a9\u06cc\u0647 \u062f\u0627\u0631\u0646\u062f\u060c \u06a9\u0627\u0645\u0644\u0627\u064b \u0642\u0627\u0628\u0644 \u0631\u0642\u0627\u0628\u062a \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0648\u0641\u0642\u06cc\u062a\u060c \u062a\u0623\u06cc\u06cc\u062f\u06cc \u0642\u0648\u06cc \u0628\u0631 \u0627\u06cc\u0646 \u0627\u06cc\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631\u06cc \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0633\u0646\u06af\u06cc\u0646 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 EEG \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u062d\u062a\u06cc \u0627\u0632 \u0628\u06cc\u0646 \u0628\u0628\u0631\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u06f4. \u0631\u0648\u0634\u200c\u0634\u0646\u0627\u0633\u06cc \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<div class=\"section-box\">\n<p>\n                \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0646\u0648\u0622\u0648\u0631\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u0646\u062a\u06cc \u062a\u062d\u0644\u06cc\u0644 EEG \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u067e\u0633 \u0627\u0632 \u062b\u0628\u062a \u0633\u06cc\u06af\u0646\u0627\u0644 \u062e\u0627\u0645\u060c \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0648\u0627\u0646 \u0628\u0627\u0646\u062f\u0647\u0627\u06cc \u0641\u0631\u06a9\u0627\u0646\u0633\u06cc (\u0622\u0644\u0641\u0627\u060c \u0628\u062a\u0627\u060c \u062a\u062a\u0627\u060c \u06af\u0627\u0645\u0627)\u060c \u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u060c \u06cc\u0627 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u062a\u0635\u0627\u0644\u200c\u067e\u0630\u06cc\u0631\u06cc \u0645\u063a\u0632 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u06a9\u0631\u062f\u0646\u062f. \u0633\u067e\u0633 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u06cc\u06a9 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f \u06a9\u0644\u0627\u0633\u06cc\u06a9 (\u0645\u0627\u0646\u0646\u062f SVM \u06cc\u0627 Random Forest) \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u062f. \u0645\u0634\u06a9\u0644 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0634\u062f\u06cc\u062f \u0628\u0647 \u062a\u062e\u0635\u0635 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u062f\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u06cc\u06af\u0646\u0627\u0644 \u0628\u0647 \u0686\u0646\u062f \u0648\u06cc\u0698\u06af\u06cc \u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a.\n            <\/p>\n<p>\n                \u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u060c \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u06cc\u06a9 <span class=\"highlight\">\u0631\u0648\u06cc\u06a9\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0631\u062a\u0627\u0633\u0631\u06cc (End-to-End)<\/span> \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u06a9\u0647 \u062f\u0631 \u0642\u0644\u0628 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f\u060c \u0627\u0632 \u0645\u0641\u0647\u0648\u0645\u06cc \u0628\u0647 \u0646\u0627\u0645 \u00ab\u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 \u062a\u0648\u062c\u0647\u00bb \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u062f. \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 EEG\u060c \u0627\u06cc\u0646 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u0648\u06cc\u0627 \u062a\u0635\u0645\u06cc\u0645 \u0628\u06af\u06cc\u0631\u062f \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0628\u062e\u0634 \u0627\u0632 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0632\u0645\u0627\u0646\u06cc (\u06a9\u062f\u0627\u0645 \u0644\u062d\u0638\u0627\u062a) \u0648 \u06a9\u062f\u0627\u0645 \u06a9\u0627\u0646\u0627\u0644\u200c\u0647\u0627\u06cc EEG (\u06a9\u062f\u0627\u0645 \u0646\u0648\u0627\u062d\u06cc \u0645\u063a\u0632) \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u062e\u0627\u0635 (\u0645\u062b\u0644\u0627\u064b \u062a\u0634\u062e\u06cc\u0635 \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0630\u0647\u0646\u06cc) \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645\u200c\u062a\u0631\u06cc \u062f\u0631 \u062e\u0648\u062f \u062f\u0627\u0631\u0646\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0645\u062f\u0644 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u06a9\u0647 \u00ab\u0628\u0647 \u06a9\u062c\u0627 \u0646\u06af\u0627\u0647 \u06a9\u0646\u062f\u00bb.\n            <\/p>\n<p>\n                \u062f\u0631 \u0627\u06cc\u0646 \u062a\u062d\u0642\u06cc\u0642\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG (\u067e\u0633 \u0627\u0632 \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632\u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u0632 \u0628\u0631\u062f\u0627\u0631\u0647\u0627 \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0645\u062f\u0644 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0647\u0631 \u0628\u0631\u062f\u0627\u0631 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0648\u0644\u062a\u0627\u0698 \u062b\u0628\u062a\u200c\u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u062a\u0645\u0627\u0645 \u0627\u0644\u06a9\u062a\u0631\u0648\u062f\u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a. \u0633\u067e\u0633\u060c \u0644\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0631\u0645\u0632\u06af\u0630\u0627\u0631 (Encoder) \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0627\u06cc\u0646 \u062f\u0646\u0628\u0627\u0644\u0647 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0631\u062f\u0647 \u0648 \u06cc\u06a9 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u063a\u0646\u06cc \u0648 \u0632\u0645\u06cc\u0646\u0647\u200c\u0645\u0646\u062f \u0627\u0632 \u0641\u0639\u0627\u0644\u06cc\u062a \u0645\u063a\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u062a\u0627 \u062e\u0631\u0648\u062c\u06cc \u0646\u0647\u0627\u06cc\u06cc (\u0645\u062b\u0644\u0627\u064b \u0628\u0631\u0686\u0633\u0628 \u00ab\u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u06a9\u0645\u00bb \u06cc\u0627 \u00ab\u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0632\u06cc\u0627\u062f\u00bb) \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f. \u06a9\u0644 \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f\u060c \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u062e\u0627\u0645 \u062a\u0627 \u062e\u0631\u0648\u062c\u06cc \u0646\u0647\u0627\u06cc\u06cc\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u067e\u0633\u200c\u0627\u0646\u062a\u0634\u0627\u0631 \u062e\u0637\u0627 (Backpropagation) \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u06cc\u0639\u0646\u06cc \u0645\u062f\u0644 <span class=\"highlight\">\u062e\u0648\u062f\u0634 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u06a9\u0634\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span>.\n            <\/p>\n<\/p><\/div>\n<h2>\u06f5. \u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/h2>\n<div class=\"section-box\">\n<p>\n                \u0646\u062a\u0627\u06cc\u062c \u0639\u062f\u062f\u06cc \u0628\u0647\u200c\u062f\u0633\u062a\u200c\u0622\u0645\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u060c \u0645\u0624\u06cc\u062f \u0642\u062f\u0631\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0631\u0648\u06cc\u06a9\u0631\u062f \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0627\u0633\u062a. \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0628\u0648\u062f:\n            <\/p>\n<ul>\n<li><b>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u062d\u0644\u06cc (\u0633\u0646 \u0648 \u062c\u0646\u0633\u06cc\u062a):<\/b>\n<ul>\n<li>\u062f\u0642\u062a \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062c\u0646\u0633\u06cc\u062a: <span class=\"highlight\">\u06f9\u06f4.\u06f5\u06f3\u066a<\/span><\/li>\n<li>\u062f\u0642\u062a \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0646: <span class=\"highlight\">\u06f8\u06f7.\u06f7\u06f9\u066a<\/span><\/li>\n<\/ul>\n<p>                    \u0627\u06cc\u0646 \u0646\u062a\u0627\u06cc\u062c \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062f\u0644 \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0628\u06cc\u0648\u0645\u062a\u0631\u06cc\u06a9 \u067e\u0627\u06cc\u062f\u0627\u0631 \u0648 \u0641\u0631\u062f\u06cc \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0627\u0632 \u0633\u06cc\u06af\u0646\u0627\u0644 \u062e\u0627\u0645 \u0645\u063a\u0632\u06cc \u0628\u0627 \u062f\u0642\u062a \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u062f.\n                <\/li>\n<li><b>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0639\u0645\u0648\u0645\u06cc STEW (\u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0630\u0647\u0646\u06cc):<\/b>\n<ul>\n<li>\u062f\u0642\u062a \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0648 \u0633\u0637\u062d \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc: <span class=\"highlight\">\u06f9\u06f5.\u06f2\u06f8\u066a<\/span><\/li>\n<li>\u062f\u0642\u062a \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0647 \u0633\u0637\u062d \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc: <span class=\"highlight\">\u06f8\u06f8.\u06f7\u06f2\u066a<\/span><\/li>\n<\/ul>\n<p>                    \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0686\u0646\u06cc\u0646 \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0631 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u0634\u0646\u0627\u062e\u062a\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u060c \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u062a\u0639\u0645\u06cc\u0645\u200c\u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 \u0627\u062b\u0628\u0627\u062a \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u062f. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0641\u062a\u060c \u062f\u0642\u062a \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0647 \u0633\u0637\u062d\u06cc (\u06a9\u0647 \u0648\u0638\u06cc\u0641\u0647 \u062f\u0634\u0648\u0627\u0631\u062a\u0631\u06cc \u0627\u0633\u062a) \u06a9\u0645\u06cc \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u062f\u0631 \u0633\u0637\u062d \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.\n                <\/li>\n<\/ul>\n<p>\n                \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u06cc\u0627\u0641\u062a\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u06cc\u0646 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0635\u0631\u0641\u0627\u064b \u0628\u0647 \u062f\u0642\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0644\u0627 \u062f\u0633\u062a \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 <span class=\"highlight\">\u0627\u06cc\u0646 \u0646\u062a\u0627\u06cc\u062c \u062f\u0631\u062e\u0634\u0627\u0646 \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686\u200c\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u062f\u0633\u062a\u200c\u0633\u0627\u0632<\/span> \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0637\u0639\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u062e\u0637\u0648\u0637 \u0644\u0648\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0633\u0646\u062a\u06cc \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0634\u0648\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u06f6. \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627<\/h2>\n<div class=\"section-box\">\n<p>\n                \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0622\u06a9\u0627\u062f\u0645\u06cc\u06a9 \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0623\u062b\u06cc\u0631\u0627\u062a \u0639\u0645\u0644\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f:\n            <\/p>\n<ul>\n<li><b>\u0631\u0627\u0628\u0637\u200c\u0647\u0627\u06cc \u0645\u063a\u0632 \u0648 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (BCI):<\/b> \u0628\u0627 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u062a\u062d\u0644\u06cc\u0644 EEG\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 BCI\u0647\u0627\u06cc \u067e\u0627\u0633\u062e\u200c\u06af\u0648\u062a\u0631 \u0648 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u0627\u0646\u062f\u0627\u0645\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0628\u0631\u0627\u06cc \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0641\u0644\u062c\u060c \u06cc\u0627 \u062d\u062a\u06cc \u06a9\u0646\u062a\u0631\u0644 \u0628\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u0633\u0627\u062e\u062a.<\/li>\n<li><b>\u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc:<\/b> \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0632\u0648\u062f\u0647\u0646\u06af\u0627\u0645 \u0628\u06cc\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0627\u0646\u0646\u062f \u0635\u0631\u0639\u060c \u0627\u062e\u062a\u0644\u0627\u0644\u0627\u062a \u062e\u0648\u0627\u0628\u060c \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0632\u0648\u0627\u0644 \u0634\u0646\u0627\u062e\u062a\u06cc \u062f\u0631 \u0628\u06cc\u0645\u0627\u0631\u06cc \u0622\u0644\u0632\u0627\u06cc\u0645\u0631 \u06a9\u0645\u06a9 \u06a9\u0646\u062f. \u06cc\u06a9 \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0633\u0631\u0639\u062a \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u063a\u06cc\u0631\u0639\u0627\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0646\u0648\u0627\u0631 \u0645\u063a\u0632\u06cc \u0628\u06cc\u0645\u0627\u0631 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f.<\/li>\n<li><b>\u0639\u0644\u0648\u0645 \u0627\u0639\u0635\u0627\u0628 \u0634\u0646\u0627\u062e\u062a\u06cc:<\/b> \u0645\u062d\u0642\u0642\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0628\u0632\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647 \u062d\u0627\u0644\u0627\u062a \u0630\u0647\u0646\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u062a\u0648\u062c\u0647\u060c \u062d\u0627\u0641\u0638\u0647\u060c \u0648 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f\u060c \u0628\u062f\u0648\u0646 \u0622\u0646\u06a9\u0647 \u0646\u06af\u0631\u0627\u0646 \u0633\u0648\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627\u06cc \u0646\u0627\u0634\u06cc \u0627\u0632 \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u06cc \u0628\u0627\u0634\u0646\u062f.<\/li>\n<li><b>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0637\u0628\u06cc\u0642\u06cc:<\/b> \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u0648\u06cc\u0627 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062d\u0627\u0644\u062a \u0630\u0647\u0646\u06cc \u06a9\u0627\u0631\u0628\u0631 \u062a\u0637\u0628\u06cc\u0642 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0622\u0645\u0648\u0632\u0634 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0633\u0637\u062d \u062f\u0634\u0648\u0627\u0631\u06cc \u0645\u062d\u062a\u0648\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0630\u0647\u0646\u06cc \u062f\u0627\u0646\u0634\u200c\u0622\u0645\u0648\u0632 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u062f\u060c \u06cc\u0627 \u06cc\u06a9 \u062e\u0648\u062f\u0631\u0648\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0634\u062e\u06cc\u0635 \u062e\u0633\u062a\u06af\u06cc \u06cc\u0627 \u062d\u0648\u0627\u0633\u200c\u067e\u0631\u062a\u06cc \u0631\u0627\u0646\u0646\u062f\u0647\u060c \u0647\u0634\u062f\u0627\u0631\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p>\n                \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u060c <span class=\"highlight\">\u062f\u0645\u0648\u06a9\u0631\u0627\u062a\u06cc\u0632\u0647 \u06a9\u0631\u062f\u0646 \u062a\u062d\u0644\u06cc\u0644 EEG<\/span> \u0627\u0633\u062a. \u0628\u0627 \u062d\u0630\u0641 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u062e\u0635\u0635 \u0639\u0645\u06cc\u0642 \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u06cc\u06af\u0646\u0627\u0644\u060c \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0627\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0648 \u0645\u062d\u0642\u0642\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0627\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u063a\u0632\u06cc \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u06f7. \u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h2>\n<div class=\"section-box\">\n<p>\n                \u0645\u0642\u0627\u0644\u0647 \u00ab\u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG\u00bb \u06cc\u06a9 \u06af\u0627\u0645 \u0645\u0647\u0645 \u0648 \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u063a\u0632\u06cc \u0628\u0647 \u0634\u0645\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u060c \u06a9\u0647 \u067e\u06cc\u0634 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0628\u0647 \u0645\u0648\u0641\u0642\u06cc\u062a \u0631\u0633\u06cc\u062f\u0647 \u0628\u0648\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0648 \u062f\u0642\u06cc\u0642 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 EEG \u0646\u06cc\u0632 \u0628\u0647 \u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0634\u0648\u062f.\n            <\/p>\n<p>\n                \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0627 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062f\u0642\u062a\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u0631\u0642\u0627\u0628\u062a \u0628\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0631\u0648\u0632\u060c \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0632\u0645\u0627\u0646\u200c\u0628\u0631 \u0648 \u062a\u062e\u0635\u0635\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u060c \u06cc\u06a9 \u0631\u0627\u0647\u200c\u062d\u0644 \u06a9\u0627\u0631\u0622\u0645\u062f\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u0648 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0646\u062a\u0627\u06cc\u062c \u0627\u06cc\u0646 \u062a\u062d\u0642\u06cc\u0642 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0645\u0633\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u062a\u0631 \u0648 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0645\u0648\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0627\u0644\u0647\u0627\u0645\u200c\u0628\u062e\u0634 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0646\u0648\u0627\u0639 \u062f\u06cc\u06af\u0631 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0628\u06cc\u0648\u0644\u0648\u0698\u06cc\u06a9\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0622\u06cc\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0645\u063a\u0632 \u06af\u0648\u0634 \u0641\u0631\u0627 \u062f\u0647\u062f \u0648 \u0622\u0646 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 Gourav Siddhad, Anmol Gupta, Debi [&hellip;]<\/p>\n","protected":false},"featured_media":208799,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[137319,137318],"product_tag":[140498,107,78,19997,1841,1840,52994,139340,19991,183619,183622,19935,55156,183621,19,139339,1675,1145,55153,16893,183620,137421,104,44483,183623,139432,183614,1834,1671,255,176639,55146,183613,183616,138083,139336,183612,142355,1835,52989,183611,183615,32593,19989,183618,137798,183617,39898,261,137412,674,267],"class_list":{"0":"post-224131","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-arxiv","7":"product_cat-137318","8":"product_tag-ai-applications-in-medicine","9":"product_tag-artificial-intelligence","10":"product_tag-biomedical-engineering","11":"product_tag-computational-neuroscience","12":"product_tag-computer-vision","13":"product_tag-deep-learning","14":"product_tag-deep-neural-networks","15":"product_tag-disease-detection","16":"product_tag-eeg-analysis","17":"product_tag-eeg-classification","18":"product_tag-eeg-data-classification","19":"product_tag-eeg-signal-analysis","20":"product_tag-eeg-signal-processing","21":"product_tag-epilepsy","22":"product_tag-machine-learning","23":"product_tag-medical-diagnosis","24":"product_tag-natural-language-processing","25":"product_tag-neural-networks","26":"product_tag-neural-signal-processing","27":"product_tag-neuroscience","28":"product_tag-raw-eeg-data","29":"product_tag-self-supervised-learning","30":"product_tag-signal-processing","31":"product_tag-transformer-models","32":"product_tag-transformer-models-in-biomedicine","33":"product_tag-transformer-networks","34":"product_tag-183614","35":"product_tag-1834","36":"product_tag-1671","37":"product_tag-255","38":"product_tag---eeg","39":"product_tag-55146","40":"product_tag----eeg","41":"product_tag-----eeg","42":"product_tag-138083","43":"product_tag-139336","45":"product_tag-142355","46":"product_tag-1835","47":"product_tag-52989","48":"product_tag--eeg","50":"product_tag-32593","51":"product_tag-19989","52":"product_tag-183618","53":"product_tag-137798","54":"product_tag-183617","55":"product_tag-39898","56":"product_tag-261","57":"product_tag-137412","58":"product_tag-674","59":"product_tag-267","60":"pmpro-has-access","61":"desktop-align-left","62":"tablet-align-left","63":"mobile-align-left","65":"first","66":"instock","67":"downloadable","68":"virtual","69":"purchasable","70":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0645\u0642\u0627\u0644\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/express24.ir\/d\/product\/2202-05170\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0645\u0642\u0627\u0644\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 EEG \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"og:description\" content=\"\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 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