Abstract
“Neural computing” has recently become a popular science, following the linguistically and computationally oriented Artificial Intelligence research. Many expectations are aroused of new types of intriguing applications. In addition to great enthusiasm, however, one also needs some knowledge about facts and ideas which have already been known for some time, and a general philosophy telling what this new line of thinking is, and what the “neural computers” actually can do.
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References
W.S. McCulloch, W.A. Pitts: Bull. Math. Biophysiol. 5, 115 (1943)
A.M. Turing: Proc. London Math. Soc., Ser. 2–42, 230 (1936)
E.F. More: Sequential Machines: Selected Papers ( Addison-Wesley, Reading, MA 1964 )
J.J. Hopfield, D.W. Tank: Science 233, 625 (1986)
R. Hecht-Nielsen: In Optical and Hybrid Computing, ed. by H.H. Szu, R.F. Potter, SPIE 634, 277 (1986)
J.H. Holland: Adaptation in Natural and Artificial Systems ( Univ. of Michigan Press, Ann Arbor 1975 )
This definition appears in the tutorial material published by Hecht-Nielsen Neurocomputer Corporation (HNC) (San Diego 1987)
Y.A. Tsypkin: Adaptation and Learning in Cybernetic Systems ( Nauka, Moscow 1968 )
M. Aoki: Optimization of Stochastic Systems - Topics in Discrete-Time Systems ( Academic, New York 1967 )
G.A. Korn, T.M. Korn: Electronic Analog and Hybrid Computers ( McGraw-Hill, New York 1964 )
G.E. Hinton, T.J. Sejnowski, D.H. Ackley: Boltzmann Machines: Constraint Satisfaction Networks that Learn, Technical Report CMU-CS-84–119, Carnegie-Mellon University (1984)
D.H. Hubel, T.N. Wiesel: J. Comp. Neurol. 158, 307 (1974)
D.H. Hubel, T.N. Wiesel: J. Neurophysiol. 18, 229 (1965)
D.H. Hubei, T.N. Wiesel: J. Physiol. 160, 106 (1962)
D. van Essen: in Cerebral Cortex, ed. by A. Peters, E.G. Jones ( Plenum, New York 1985 ) p. 259
D.I. Perrett, E.T. Rolls, W. Caan: Exp. Brain Res. 47, 329 (1982)
K. Fukushima: Biol. Cyb. 36, 193 (1980)
W.E. Reichardt, T. Poggio: Biol. Cyb. 46 (Suppl.), 1 (1983)
J. Saarinen, T. Kohonen: Perception 14, 711 (1986)
J.B. Dennis: Computer 13, 48 (November 1980)
W.A. Little, G.L. Shaw: Behay. Biol. 14, 115 (1975)
K.J.W. Craik: The Nature of Explanation (Cambridge Univ. Press, Cambridge 1943 )
J.A. Feldman: In Parallel Models of Associative Memory, ed. by G.E. Hinton, J.A. Anderson (Lawrence Erlbaum Ass., Hillsdale, NJ 1981 ) p.49 M.R. Quillian: Semantic Memory, in Semantic Information Processing, ed. by M. Minsky ( MIT Press, Cambridge, MA 1968 )
A. Kertesz: Localization in Neuropsychology ( Academic, New York 1983 )
R. Sorabji: Aristotle on Memory (Brown Univ. Press, Providence, RI 1972 )
T. Kohonen: Content-Addressable Memories, 2nd. ed., Springer Ser. Inform. Sci., Vol. 1 ( Springer, Berlin, Heidelberg 1987 )
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© 1988 Springer-Verlag Berlin Heidelberg
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Kohonen, T. (1988). Notes on Neural Computing. In: Self-Organization and Associative Memory. Springer Series in Information Sciences, vol 8. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-00784-6_9
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DOI: https://doi.org/10.1007/978-3-662-00784-6_9
Publisher Name: Springer, Berlin, Heidelberg
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