John J. Hopfield

发表

Understanding Emergent Dynamics: Using a Collective Activity Coordinate of a Neural Network to Recognize Time-Varying Patterns

John J. Hopfield, J. Hopfield, 2015, Neural Computation.

Transient synchrony and the integration of spectrotemporal information

John J. Hopfield, Carlos D. Brody, 2001, SPIE Optics + Photonics.

Brain, Computer, and Memory

John J. Hopfield, 1982 .

Local Unsupervised Learning for Image Analysis pdf

John J. Hopfield, Leopold Grinberg, Dmitry Krotov, 2019, ArXiv.

Collective computation, content-addressable memory, and optimization problems

John J. Hopfield, 1988 .

Recursive Single-Layer Nets for Output Error Dynamic Models

Lawrence D. Jackel, John J. Hopfield, D. B. Schwartz, 1995 .

Dynamics of interconnection development within visual cortex

Dawei W. Dong, John J. Hopfield, 1992, [Proceedings 1992] IJCNN International Joint Conference on Neural Networks.

Dynamics and neural network computation

John J. Hopfield, 1990 .

Information storage at the molecular level - The design of a molecular shift register memory

John J. Hopfield, José N. Onuchic, David N. Beratan, 1989 .

A protein structure predictor based on an energy model with learned parameters

John J. Hopfield, Joseph D. Bryngelson, Samuel N. Southard, 1990 .

CONCENTRATION INFORMATION IN TIME: ANALOG NEURAL NETWORKS WITH APPLICATIONS TO SPEECH RECOGNITION PROBLEMS.

John J. Hopfield, David W. Tank, J. Hopfield, 1987 .

Bio-Inspired Hashing for Unsupervised Similarity Search

John J. Hopfield, Leopold Grinberg, Dmitry Krotov, 2020, ICML.

Analog decoding using neural networks

John J. Hopfield, John Platt, 1987 .

Matching Neural Models to Experiment

Lyle H. Ungar, John J. Hopfield, James S. Schwaber, 1993 .

Feature to prototype transition in neural networks

John J. Hopfield, Dmitry Krotov, J. Hopfield, 2017 .

Neural networks for engine fault diagnostics

Dawei W. Dong, John J. Hopfield, K. P. Unnikrishnan, 1997, Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop.

Connected-digit speaker-dependent speech recognition using a neural network with time-delayed connections

John J. Hopfield, K. P. Unnikrishnan, David W. Tank, 1991, IEEE Trans. Signal Process..

Neural Architecture and Biophysics for Sequence Recognition

John J. Hopfield, David W. Tank, 1989 .

Neural networks and physical systems with emergent collective computational abilities

John J. Hopfield, J. Hopfield, 1999 .

Computing with Neural Networks: Response

John J. Hopfield, David W. Tank, 1987 .

The effectiveness of analogue ‘neural network’ hardware

John J. Hopfield, J. Hopfield, 1990 .