J. J. Hopfield
California Institute of Technology
2 papers in the Anchorcite directory, published between 1982 and 1984, cited 26,618 times in total.
Research topics
- Neural dynamics and brain function · 2 papers
- Neural Networks and Applications · 2 papers
- Advanced Memory and Neural Computing · 1 paper
- stochastic dynamics and bifurcation · 1 paper
Papers
- Neural networks and physical systems with emergent collective computational abilities.Proceedings of the National Academy of Sciences · 1982 · 19,629 citations
Computational properties of use of biological organisms or to the construction of computers can emerge as collective properties of systems having a large number of simple equivalent components (or neurons). The physical meaning of content-addressable memory is described by an…
- Neurons with graded response have collective computational properties like those of two-state neurons.Proceedings of the National Academy of Sciences · 1984 · 6,989 citations
A model for a large network of "neurons" with a graded response (or sigmoid input-output relation) is studied. This deterministic system has collective properties in very close correspondence with the earlier stochastic model based on McCulloch - Pitts neurons. The…
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