مقدمه                                                                                                                           1

شبكه عصبي چيست ؟                                                                                                        2

يادگيري در سيستم هاي بيولوژيك                                                                                          4

سازمان مغز                                                                                                                   6                                                                                       

نرون پايه                                                                                                                       7

عملیات شبکه های عصبی                                                                                                             7

آموزش شبکه های عصبی                                                                                                 10                                                                                           

معرفی چند نوع شبکه عصبی                                                                                              14                                                                               

پرسپترون تک لایه                                                                                                            14                                                                                 

پرسپترون چند لایه                                                                                                           21                                                                              

backpropagation                                                                                                       25                                                                                

هاپفیلد                                                                                                                           49                                                                       

ماشین بولتزمن                                                                                                                           67                                                                       

کوهونن                                                                                                                         83                                                                      

کاربردهای شبکه های عصبی                                                                                              86                                                           

منابع                                                                                                                             90