Paper available
Toru Aonishi
aonishi at bpe.es.osaka-u.ac.jp
Thu Aug 6 08:33:25 EDT 1998
Dear Colleagues,
The following paper is available in postscript form from
ftp://ftp.bpe.es.osaka-u.ac.jp/pub/FukushimaLab/Papers/aonishi/paper_prl.tar.gz
Thanks,
Toru Aonishi
aonishi at bpe.es.osaka-u.ac.jp
-----------------
Title: A statistical mechanics of an oscillator associative memory with
scattered natural frequencies
Authors: Toru Aonishi, Koji Kurata and Masato Okada
cond-mat/9808059
Abstract:
We analyze an oscillator associative memory with scattered natural
frequencies in memory retrieval states by a statistical mechanical
method based on the SCSNA and the Sakaguchi-Kuramoto theory.
The system with infinite stored patterns has a frustration on
the synaptic weights. In addition, it is numerically shown that
almost all oscillators synchronize under memory retrieval,
but desynchronize under spurious memory retrieval, when setting
optimal parameters. Thus, it is possible to determine whether
the recalling process is successful or not using information
about the synchrony/asynchrony. The solvable toy model presented
in this paper may be a good candidate for showing the validity
of the synchronized population coding in the brain proposed by
Phillips and Singer.
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