Experiments with Representation in Neural Networks: Object Motion, Speech, and Arithmetic

Simple network models for object motion, perception of spoken syllables, and learning of simple arithmetic are discussed. Many of the same data representation techniques can be used for all three of these highly dissimilar tasks.

[1]  Josiah Royce,et al.  The psychology of invention. , 1898 .

[2]  J. Hadamard,et al.  The Psychology of Invention in the Mathematical Field. , 1945 .

[3]  ROBERT S. MOYER,et al.  Time required for Judgements of Numerical Inequality , 1967, Nature.

[4]  N Suga,et al.  Disproportionate tonotopic representation for processing CF-FM sonar signals in the mustache bat auditory cortex. , 1976, Science.

[5]  Stephen A. Ritz,et al.  Distinctive features, categorical perception, and probability learning: some applications of a neural model , 1977 .

[6]  Claude L. Fennema,et al.  Velocity determination in scenes containing several moving objects , 1979 .

[7]  P. J. Davis,et al.  Nonanalytic aspects on mathematics and their implication on research and education , 1979 .

[8]  E. Adelson,et al.  Phenomenal coherence of moving visual patterns , 1982, Nature.

[9]  T. Albright.  Direction and orientation selectivity of neurons in visual area MT of the macaque. , 1984, Journal of neurophysiology.

[10]  Ellen C. Hildreth,et al.  Measurement of Visual Motion , 1984 .

[11]  E. Adelson,et al.  The analysis of moving visual patterns , 1985 .

[12]  Alan H. Kawamoto,et al.  Dynamic processes in the (re)solution of lexical ambiguity , 1985 .

[13]  Alan Peters,et al.  Association and Auditory Cortices , 1985, Cerebral Cortex.

[14]  J. A. Anderson,et al.  A neural network model of multistable perception. , 1985, Acta psychologica.

[15]  James A. Anderson.  Cognitive Capabilities of a Parallel System , 1986 .

[16]  Françoise Fogelman-Soulié,et al.  Disordered Systems and Biological Organization , 1986, NATO ASI Series.

[17]  John H. R. Maunsell,et al.  Visual processing in monkey extrastriate cortex. , 1987, Annual review of neuroscience.

[18]  J. A. Anderson,et al.  Associative learning of scene parameters from images. , 1987, Applied optics.

[19]  James A. Anderson,et al.  Neurocomputing: Foundations of Research , 1988 .

[20]  Teuvo Kohonen,et al.  The 'neural' phonetic typewriter , 1988, Computer.

[21]  Richard Lippmann,et al.  Review of Neural Networks for Speech Recognition , 1989, Neural Computation.

[22]  Geoffrey E. Hinton,et al.  Parallel Models of Associative Memory , 1989 .

[23]  Mahesan Niranjan,et al.  Neural networks and radial basis functions in classifying static speech patterns , 1990 .

[24]  M. L. Rossen.  Speech syllable recognition with a neural network , 1990 .