John J. Hopfield

Publication Activity (10 Years)

Years Active: 1987-2021
Publications (10 Years): 11

Top Topics

Associative Memory

Unsupervised Learning

Kohonen Feature Map

Top Venues

Frontiers Comput. Neurosci.

Publications

Dmitry Krotov, John J. Hopfield
Large Associative Memory Problem in Neurobiology and Machine Learning. ICLR (2021)
Dmitry Krotov, John J. Hopfield
Large Associative Memory Problem in Neurobiology and Machine Learning. CoRR (2020)
Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg, Dmitry Krotov
Bio-Inspired Hashing for Unsupervised Similarity Search. ICML (2020)
Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg, Dmitry Krotov
Bio-Inspired Hashing for Unsupervised Similarity Search. CoRR (2020)
Dmitry Krotov, John J. Hopfield
Unsupervised learning by competing hidden units. Proc. Natl. Acad. Sci. USA 116 (16) (2019)
Leopold Grinberg, John J. Hopfield, Dmitry Krotov
Local Unsupervised Learning for Image Analysis. CoRR (2019)
Dmitry Krotov, John J. Hopfield
Dense Associative Memory Is Robust to Adversarial Inputs. Neural Comput. 30 (12) (2018)
Dmitry Krotov, John J. Hopfield
Unsupervised Learning by Competing Hidden Units. CoRR (2018)
Dmitry Krotov, John J. Hopfield
Dense Associative Memory is Robust to Adversarial Inputs. CoRR (2017)
Dmitry Krotov, John J. Hopfield
Dense Associative Memory for Pattern Recognition. NIPS (2016)
Dmitry Krotov, John J. Hopfield
Dense Associative Memory for Pattern Recognition. CoRR (2016)
John J. Hopfield
Understanding Emergent Dynamics: Using a Collective Activity Coordinate of a Neural Network to Recognize Time-Varying Patterns. Neural Comput. 27 (10) (2015)
Filip Ponulak, John J. Hopfield
Rapid, parallel path planning by propagating wavefronts of spiking neural activity. Frontiers Comput. Neurosci. 7 (2013)
John J. Hopfield
Searching for Memories, Sudoku, Implicit Check Bits, and the Iterative Use of Not-Always-Correct Rapid Neural Computation. Neural Comput. 20 (5) (2008)
John J. Hopfield
Hopfield network. Scholarpedia 2 (5) (2007)
Corneliu A. Marinov, John J. Hopfield
Stable computational dynamics for a class of circuits with O(N) interconnections capable of KWTA and rank extractions. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2005)
Jongmin Kim, John J. Hopfield, Erik Winfree
Neural Network Computation by In Vitro Transcriptional Circuits. NIPS (2004)
John J. Hopfield, Carlos D. Brody, Sam T. Roweis
Computing with Action Potentials. NIPS (1997)
H. Sebastian Seung, Tom J. Richardson, J. C. Lagarias, John J. Hopfield
Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks. NIPS (1997)
K. P. Unnikrishnan, John J. Hopfield, David W. Tank
Speaker-Independent Digit Recognition Using a Neural Network with Time-Delayed Connections. Neural Comput. 4 (1) (1992)
K. P. Unnikrishnan, John J. Hopfield, David W. Tank
Connected-digit speaker-dependent speech recognition using a neural network with time-delayed connections. IEEE Trans. Signal Process. 39 (3) (1991)
John J. Hopfield
The Effectiveness of Neural Computing. IFIP Congress (1989)
Zhaoping Li, John J. Hopfield
Modeling the Olfactory Bulb - Coupled Nonlinear Oscillators. NIPS (1988)
John S. Denker, Daniel B. Schwartz, Ben S. Wittner, Sara A. Solla, Richard E. Howard, Lawrence D. Jackel, John J. Hopfield
Large Automatic Learning, Rule Extraction, and Generalization. Complex Syst. 1 (5) (1987)