The recent excitement about neural networks.

Crick F

doi:10.1038/337129a0

Abstract

The remarkable properties of some recent computer algorithms for neural networks seemed to promise a fresh approach to understanding the computational properties of the brain. Unfortunately most of these neural nets are unrealistic in important respects.

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McClelland, J. L., Rumelhart, D. E. & PDP Research Group (eds) Parallel Distributed Processing (MIT, Cambridge, Massachusetts, 1986).
Rumelhart, D. E., Hinton, G. E. & McClelland, J. L. in Parallel Distributed Processing (eds McClelland, J. L., Rumelhart, D. E. & the PDP Research Group) 45–76 (MIT, Cambridge, Massachusetts, 1986).
Cowan, J. D. & Sharp, D. H. Proc. Am. Acad. Arts Sci. 117, 85–121 (1988).
Van Essen, D. C. in Cerebral Cortex Vol. 3 (eds Peters, A. & Jones, F. G.) 259–324 (Plenum, New York, 1985).
Neural networks and physical systems with emergent collective computational abilities.
Hopfield JJ
Proc Natl Acad Sci U S A, (8):2554-2558 1982
MED: 6953413
Hebb, D. O. Organization of Behavior (Wiley, New York, 1949).
Rumelhart, D. E., Hinton, G. E. & Williams, R. J. in Parallel Distributed Processing (eds McClelland, J. L., Rumelhart, D. E. & the PDP Research Group) 318–362 (MIT, Cambridge, Massachusetts, 1986).
Sejnowski, T. J. & Rosenberg, C. R. Complex Systems 1, 145–168 (1987).
Predicting the secondary structure of globular proteins using neural network models.
Qian N, Sejnowski TJ
J Mol Biol, (4):865-884 1988
MED: 3172241
Gorman, R. P. & Sejnowski, T. J. Neural Networks 1, 75–89 (1988).

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The recent excitement about neural networks.

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References

McClelland, J. L., Rumelhart, D. E. & PDP Research Group (eds) Parallel Distributed Processing (MIT, Cambridge, Massachusetts, 1986).

Rumelhart, D. E., Hinton, G. E. & McClelland, J. L. in Parallel Distributed Processing (eds McClelland, J. L., Rumelhart, D. E. & the PDP Research Group) 45–76 (MIT, Cambridge, Massachusetts, 1986).

Cowan, J. D. & Sharp, D. H. Proc. Am. Acad. Arts Sci. 117, 85–121 (1988).

Van Essen, D. C. in Cerebral Cortex Vol. 3 (eds Peters, A. & Jones, F. G.) 259–324 (Plenum, New York, 1985).

Neural networks and physical systems with emergent collective computational abilities.

Hebb, D. O. Organization of Behavior (Wiley, New York, 1949).

Rumelhart, D. E., Hinton, G. E. & Williams, R. J. in Parallel Distributed Processing (eds McClelland, J. L., Rumelhart, D. E. & the PDP Research Group) 318–362 (MIT, Cambridge, Massachusetts, 1986).

Sejnowski, T. J. & Rosenberg, C. R. Complex Systems 1, 145–168 (1987).

Predicting the secondary structure of globular proteins using neural network models.

Gorman, R. P. & Sejnowski, T. J. Neural Networks 1, 75–89 (1988).

Citations & impact

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Smart citations by scite.ai
Explore citation contexts and check if this article has been supported or disputed.
https://scite.ai/reports/10.1038/337129a0

Article citations

An Agent-Based Model to Reproduce the Boolean Logic Behaviour of Neuronal Self-Organised Communities through Pulse Delay Modulation and Generation of Logic Gates.

Latent representations in hippocampal network model co-evolve with behavioral exploration of task structure.

Breakdown of category-specific word representations in a brain-constrained neurocomputational model of semantic dementia.

Novel Artificial Intelligence-Based Approaches for Ab Initio Structure Determination and Atomic Model Building for Cryo-Electron Microscopy.

The neuroconnectionist research programme.

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Search life-sciences literature (43,954,836 articles, preprints and more)

The recent excitement about neural networks.

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Affiliations

Authors

Abstract

Full text links

References

McClelland, J. L., Rumelhart, D. E. & PDP Research Group (eds) Parallel Distributed Processing (MIT, Cambridge, Massachusetts, 1986).

Rumelhart, D. E., Hinton, G. E. & McClelland, J. L. in Parallel Distributed Processing (eds McClelland, J. L., Rumelhart, D. E. & the PDP Research Group) 45–76 (MIT, Cambridge, Massachusetts, 1986).

Cowan, J. D. & Sharp, D. H. Proc. Am. Acad. Arts Sci. 117, 85–121 (1988).

Van Essen, D. C. in Cerebral Cortex Vol. 3 (eds Peters, A. & Jones, F. G.) 259–324 (Plenum, New York, 1985).

Hebb, D. O. Organization of Behavior (Wiley, New York, 1949).

Rumelhart, D. E., Hinton, G. E. & Williams, R. J. in Parallel Distributed Processing (eds McClelland, J. L., Rumelhart, D. E. & the PDP Research Group) 318–362 (MIT, Cambridge, Massachusetts, 1986).

Sejnowski, T. J. & Rosenberg, C. R. Complex Systems 1, 145–168 (1987).

Gorman, R. P. & Sejnowski, T. J. Neural Networks 1, 75–89 (1988).

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