?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Controlling+chaos+in+a+chaotic+neural+network&rft.creator=He%2C+Dr+G.&rft.creator=Cao%2C+Prof.+Z.&rft.creator=Zhu%2C+Prof.+P.&rft.creator=Ogura%2C+Prof.+H.&rft.subject=Dynamical+Systems&rft.subject=Neural+Nets&rft.subject=Artificial+Intelligence&rft.description=The+chaotic+neural+network+constructed+with+chaotic+neuron+shows+the+associative+memory+function%2C+but+its+memory+searching+process+cannot+be+stabilized+in+a+stored+state+because+of+the+chaotic+motion+of+the+network.+In+this+paper%2C+a+pinning+control+method+focused+on+the+chaotic+neural+network+is+proposed.+The+computer+simulation+proves+that+the+chaos+in+the+chaotic+neural+network+can+be+controlled+with+this+method+and+the+states+of+the+network+can+converge+in+one+of+its+stored+patterns+if+the+control+strength+and+the+pinning+density+are+chosen+suitable.+It+is+found+that+in+general+the+threshold+of+the+control+strength+of+a+controlled+network+is+smaller+at+higher+pinned+density+and+the+chaos+of+the+chaotic+neural+network+can+be+controlled+more+easily+if+the+pinning+control+is+added+to+the+variant+neurons+between+the+initial+pattern+and+the+target+pattern.&rft.publisher=Elsevier+Science+Ltd.&rft.date=2003&rft.type=Journal+(Paginated)&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F3001%2F1%2FNN03.pdf&rft.identifier=++He%2C+Dr+G.+and+Cao%2C+Prof.+Z.+and+Zhu%2C+Prof.+P.+and+Ogura%2C+Prof.+H.++(2003)+Controlling+chaos+in+a+chaotic+neural+network.++%5BJournal+(Paginated)%5D++++(In+Press)++&rft.relation=http%3A%2F%2Fcogprints.org%2F3001%2F