000 02396nam a22003618i 4500
001 CR9780511622793
003 UkCbUP
005 20200124160220.0
006 m|||||o||d||||||||
007 cr||||||||||||
008 090916s1992||||enk o ||1 0|eng|d
020 _a9780511622793 (ebook)
020 _z9780521414517 (hardback)
020 _z9780521424875 (paperback)
040 _aUkCbUP
_beng
_erda
_cUkCbUP
050 0 0 _aQP363.3
_b.P47 1992
082 0 0 _a612.8/2
_220
100 1 _aPeretto, Pierre,
_eauthor.
245 1 3 _aAn introduction to the modeling of neural networks /
_cPierre Peretto.
264 1 _aCambridge :
_bCambridge University Press,
_c1992.
300 _a1 online resource (xviii, 473 pages) :
_bdigital, PDF file(s).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aCollection Aléa-Saclay : monographs and texts in statistical physics
500 _aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
520 _aThis text is a beginning graduate-level introduction to neural networks, focussing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence and the construction of a new generation of intelligent computers. The book is divided into four parts. The first part gives an account of the anatomy of the central nervous system, followed by a brief introduction to neurophysiology. The second part is devoted to the dynamics of neuronal states, and demonstrates how very simple models may stimulate associative memory. The third part of the book discusses models of learning, including detailed discussions on the limits of memory storage, methods of learning and their associated models, associativity, and error correction. The final part reviews possible applications of neural networks in artificial intelligence, expert systems, optimization problems, and the construction of actual neuronal supercomputers, with the potential for one-hundred-fold increase in speed over contemporary serial machines.
650 0 _aNeural circuitry.
650 0 _aNeural networks (Computer science)
776 0 8 _iPrint version:
_z9780521414517
830 0 _aCollection Aléa-Saclay.
856 4 0 _uhttps://doi.org/10.1017/CBO9780511622793
999 _c516644
_d516642