corner
corner

Phys. Rev. E 62, 4010–4013 (2000)

Synchronization of laser oscillators, associative memory, and optical neurocomputing

Download: PDF (470 kB) Buy this article Export: BibTeX or EndNote (RIS)

Frank C. Hoppensteadt and Eugene M. Izhikevich*
Center for Systems Science and Engineering, Arizona State University, Tempe, Arizona 85287-7606

Received 31 January 2000; revised 23 May 2000; published in the issue dated September 2000

We investigate here possible neurocomputational features of networks of laser oscillators. Our approach is similar to classical optical neurocomputing where artificial neurons are lasers and connection matrices are holographic media. However, we consider oscillatory neurons communicating via phases rather than amplitudes. Memorized patterns correspond to synchronized states where the neurons oscillate with equal frequencies and with prescribed phase relations. The mechanism of recognition is related to phase locking.

© 2000 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.62.4010
DOI:
10.1103/PhysRevE.62.4010
PACS:
87.18.Sn, 42.65.-k, 05.45.-a, 07.05.-t

*Present address: The Neurosciences Institute, 10640 John Jay Hopkins Drive, San Diego, CA 92121. Email address: Eugene.Izhikevich@nsi.edu; URL: http://math.la.asu.edu/eugene