»ã±¨±êÌ⣺ÄÔ»ú½»»¥µÄÀûÓýøÕ¹¼°¿Æѧ×êÑÐÑ¡ÌâÐĵÃ

Latest Progress in Brain-Computer Interaction and Experiences in Selecting Scientific Research Topics

»ã±¨ÈË£ºGuan Cuntai½ÌÊÚ£¨Ð¼ÓÆÂÄÏÑóÀí¹¤´óѧ£©

»ã±¨¹¦·ò£º2018Äê12ÔÂ19ÈÕ£¨ÖÜÈý£©ÏÂÎç1:30

»ã±¨µØÖ·£ºÐ£±¾²¿¶«Çø»úµÃÒâÂ¥£¨9ºÅÂ¥£©322²®Ê±»áÌÃ

»ã±¨ÌáÒª£º

Non-invasive Brain-Computer Interface (BCI) technology has emerged as a promising non-drug approach in the diagnosis and treatment of neurological disorders and mental illnesses, empowered by neural engineering, machine learning and artificial intelligence. Recent research, development and clinical trials have demonstrated the enormous potential of BCI technologies for stroke rehabilitation, ADHD treatment, cognitive training, and mental health. In this talk, we will present our recent work in the development of BCI algorithms (deep learning) and clinical studies with motor, cognitive and affective BCIs.

»ã±¨È˼ò½é£º

Guan Cuntai£¨¹Ø´æÌ«£©
£¬²©Ê¿
£¬ÏÖÈÎмÓÆÂÄÏÑóÀí¹¤´óѧ½ÌÊÚ¡¢ÃÀ¹úµç×ÓµçÆø¹¤³ÌʦЭ»á»áÊ¿£¨IEEE Fellow£©¡¢ÄÏÑóÀí¹¤´óѧ¼°¹ú¶ÈÉñ¾­¿Æѧ×êÑÐÔººÏ×÷×ܼࡢмÓƹú¶Èҽѧ×êÑÐίԱ»áÏîÄ¿ÆÀÉóר¼Ò×é³ÉÔ±¡¢Ð¼ÓÆÂÎÀÉú²¿ÄÔÉñ¾­ºÍ¸Ð´¥×谭ҽѧר¼Ò×é³ÉÔ±¡¢ÄÔ¼¼Êõ·Ö×éÖ÷ϯ
¡£ÔøÈÎмÓÆ¿µ¸´×êÑÐÔºÁªÏ¯Ôº³¤¡¢IEEEÉúÎïҽѧ¹¤³Ìѧ»áмÓÆ·ֻáÖ÷ϯ¡¢Ð¼ÓÆÂģʽ¼ø±ðºÍ»úеÖÇÄÜѧ»áÖ÷ϯ
¡£ÌáÒé²¢µÞÔìÁËͶ×ÊÒ»ÒÚÐÂÔªµÄмÓÆ¿µ¸´×êÑÐÔº£¨RRIS£©²¢µ£ÈÎÁªÏ¯Ôº³¤
¡£»ñ¶àÏî¹ú¼ÊÄÔ»ú½Ó¿Ú½ÇÖðµÚÒ»Ãû¡¢¹ú¼ÊÄÔ»ú½Ó¿ÚÄê¶È×êÑн±µÚÒ»Ãû¡¢Ð¼ÓÆÂIES׿Խ¹¤³Ì³É¾Í½±¡¢Ð¼ÓÆÂ×ÊѶͨѶ×êÑÐÔºÄê¶È£¨×êÑУ©½±¡¢ÈýÐÇÊýÂ뵫Ը½±¡¢Ð¼ÓÆÂÈ«¹ú×ÊѶͨѶ½±µÈ
¡£³õ´´ÄÔ»ú½Ó¿ÚÔÚÒ½ÁÆÁìÓòµÄÀûÓÃ
£¬Èç³à×Ӷද֢µÄÒ½ÖΡ¢Öз翵¸´¡¢ÀÏÄêÈËÈÏ֪ѵÁ·µÈµÈ
¡£ÔÚ¹ú¼ÊȨÍþÔÓÖ¾ºÍ»áÒéÉÏ°ä·¢³¬¹ý310ƪÂÛÎÄ
¡£Õ¼Óг¬¹ý24Ïî¹ú¼ÊÊÚȨרÀûºÍרÀûÉêÇë
£¬¹²ÓÐ15ÏîרÀûºÍ¼¼ÊõʵÏÖ²úÒµ»¯
£¬¼¼ÊõÈöɸø4¼ÒмÓƺÍÃÀ¹úµÄ¹«Ë¾
¡£ÔÚ´ÓÇ°¼¸ÄêÄÚ»ñµÃ³¬¹ý2ǧÍòÐÂÔªµÄ×êÑо­·Ñ
£¬ÔÚ¹ú¼Ê»áÒéºÍ×êÑлáÉÏ×ö³¬¹ý60¸öÊÜÑû»ã±¨
£¬Ô̺¬ÔÚ2-3ÄêÒ»¶ÈµÄÃÀ¹ú¹ú¼ÊÄÔ»ú½Ó¿Ú´ó»áÊÜÑû×ö´ó»áÖ÷ÌâÑݽ²
¡£µ£Èζà¸ö¹ú¼Ê¿¯ÎïµÄ¸±Ö÷±àºÍ¿Í×ùÖ÷±à£¨IEEE Transactions on Biomedical Engineering
£¬Neurocomputing
£¬Brain Computer Interfaces
£¬Frontiers in Neuroscience
£¬IEEE Computational Intelligence Magazine£©
¡£