DocumentCode
2050182
Title
A hippocampal CA3 model for temporal sequences
Author
Ito, Makoto ; Miyake, Shogo ; Inawashiro, Sakari ; Kuroiwa, Jousuke ; Sawada, Yasuji
Author_Institution
Res. Inst. of Electr. Commun., Tohoku Univ., Sendai, Japan
Volume
2
fYear
1999
fDate
1999
Firstpage
771
Abstract
We propose a pulse-neuron model with transmission delays for the field CA3 of the hippocampus and the new learning rule. We use temporal sequences of patterns which consist of trains of bursts. In simulations, it is shown that the model successfully learns and recalls the temporal sequences. The new learning rule works much more effectively than the Hebbian learning rule in learning temporal sequences of patterns
Keywords
brain models; learning (artificial intelligence); neural nets; temporal logic; Hebbian learning; bursts; hippocampal CA3 model; hippocampus; learning rule; pulse-neuron model; temporal sequences; transmission delays; Anatomy; Art; Bismuth; Circuits; Computer aided instruction; Hippocampus; Neurons; Physiology; Psychology;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-5871-6
Type
conf
DOI
10.1109/ICONIP.1999.845693
Filename
845693
Link To Document