TY - JOUR
T1 - Temporal association in asymmetric neural networks
AU - Sompolinsky, H.
AU - Kanter, I.
PY - 1986/12/1
Y1 - 1986/12/1
N2 - A neural network model which is capable of recalling time sequences and cycles of patterns is introduced. In this model, some of the synaptic connections, Jij, between pairs of neurons are asymmetric (Jij Jji) and have slow dynamic response. The effects of thermal noise on the generated sequences are discussed. Simulation results demonstrating the performance of the network are presented. The model may be also useful in understanding the generation of rhythmic patterns in biological motor systems.
AB - A neural network model which is capable of recalling time sequences and cycles of patterns is introduced. In this model, some of the synaptic connections, Jij, between pairs of neurons are asymmetric (Jij Jji) and have slow dynamic response. The effects of thermal noise on the generated sequences are discussed. Simulation results demonstrating the performance of the network are presented. The model may be also useful in understanding the generation of rhythmic patterns in biological motor systems.
UR - http://www.scopus.com/inward/record.url?scp=0001553626&partnerID=8YFLogxK
U2 - 10.1103/physrevlett.57.2861
DO - 10.1103/physrevlett.57.2861
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C2 - 10033885
AN - SCOPUS:0001553626
SN - 0031-9007
VL - 57
SP - 2861
EP - 2864
JO - Physical Review Letters
JF - Physical Review Letters
IS - 22
ER -