Title :
Correct reaction neural network and its implementation
Author :
Nakajima, Kensuke ; Hayakawa, Yoshikazu ; Sato, Seiki ; Nishimura, T. ; Murota, Junichi ; Sawada, Yasuharu
Author_Institution :
Res. Inst. of Electr. Commun., Tohoku Univ., Sendai
Abstract :
Summary form only given. A novel method has been devised to analyze and to design Hopfield-like neural networks in which globally optimal solutions to specific problems are guaranteed. As the first part of a project to construct practical circuits for massively parallel analog computation, chips containing a 4-bit A/D converter have been constructed for demonstration purposes
Keywords :
analogue computer circuits; analogue-digital conversion; neural nets; optimisation; parallel processing; 4 bit; Hopfield-like neural networks; analogue-digital converter; correct reaction neural network; globally optimal solutions; massively parallel analog computation; Application software; Communication industry; Computational modeling; Computer industry; Computer networks; Concurrent computing; Context; Information science; Neural networks; Neurons;
Conference_Titel :
Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-0164-1
DOI :
10.1109/IJCNN.1991.155470
