An Artificial Neural Network for Spatio-Temporal Bipolar Patterns: Application to Phoneme Classification

@inproceedings{Atlas1987AnAN,
  title={An Artificial Neural Network for Spatio-Temporal Bipolar Patterns: Application to Phoneme Classification},
  author={Les E. Atlas and Toshiteru Homma and Robert J. Marks},
  booktitle={NIPS},
  year={1987}
}
An artificial neural network is developed to recognize spatio-temporal bipolar patterns associatively. The function of a formal neuron is generalized by replacing multiplication with convolution, weights with transfer functions, and thresholding with nonlinear transform following adaptation. The Hebbian learning rule and the delta learning rule are generalized accordingly, resulting in the learning of weights and delays. The neural network which was first developed for spatial patterns was thus… CONTINUE READING
Highly Cited
This paper has 18 citations. REVIEW CITATIONS
13 Citations
21 References
Similar Papers

References

Publications referenced by this paper.
Showing 1-10 of 21 references

A neural network for vowel classification," Proceedings International Conference on Acoustics

  • L. E. Atlas, T. Homma, R. J. Marks
  • Speech. and Signal Processing,
  • 1987

An introduction to computing with neural nets,

  • R. P. Lippman
  • IEEE ASSP Magazine, April,
  • 1987

C

  • J. R. Treichler
  • R. Johnson,Jr., and M. G. Larimore, Theory and…
  • 1987

and D

  • R. J. Marks, L. E. Atlas, J. J. Choi, S. Oh, K. F. Cheung
  • C. Park, "A performance analysis of associative…
  • 1987

and J

  • D. Tan
  • J. Hopfield, "Concentrating information in time…
  • 1987

An analysis of the delta rule and the learning of statistical associations," in Parallel Distributed Processing

  • G. O. Stone
  • 1986

Learning internal representations by error propagation," in Parallel Distributed Processing

  • D. E. Rumelhart, G. E. Hinton, R. J. Williams
  • Vol. 1, MIT, Cambridge,
  • 1986

and A

  • C. Koch, J. Marroquin
  • Y uiIle, "Analog neural networks in early vision…
  • 1986
1 Excerpt

Similar Papers

Loading similar papers…