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Hopfield networks are artificial neural networks which store memory patterns on the states of their neurons by choosing recurrent connection weights and update rules such that the energy landscape of the network forms attractors around the memories.
Logic Learning in Hopfield Networks
Saratha Sathasivam and Wan Ahmad Tajuddin Wan Abdullah · 1913
Earlier work this paper cites.
Loss of recent memory after bilateral hippocampal lesions
W. B. Scoville and B. Milner · 1957
Earlier work this paper cites.
A Model for Visual Memory Tasks
George Sperling · 1963
Earlier work this paper cites.
Amnesia following operation on the temporal lobes
B. Milner · 1966
Earlier work this paper cites.
History of the lenz-ising model
Stephen G. Brush · 1967
Earlier work this paper cites.
Morphological variations in the dendritic spines of the neocortex
EG Jones and TPS Powell · 1969
Earlier work this paper cites.
Simple memory: a theory for archicortex
D Marr · 1971
Earlier work this paper cites.
Learning patterns and pattern sequences by self-organizing nets of threshold elements
S.-I. Amari · 1972
Earlier work this paper cites.
An auditory analogue of the Sperling partial report procedure: Evidence for brief auditory storage
Christopher J. Darwin, Michael T. Turvey, and Robert G. Crowder · 1972
Earlier work this paper cites.
Associatron-a model of associative memory
Kaoru Nakano · 1972
Earlier work this paper cites.
A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement
R.A. Rescorla and A.R. Wagner · 1972
Earlier work this paper cites.
Long-lasting potentiation of synaptic transmission in the dentate area of the unanaesthetized rabbit following stimulation of the perforant path
T. V P Bliss and A. R. Gardner-Medwin · 1973
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Learning 10000 pictures
Lionel Standing · 1973
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The existence of persistent states in the brain
W.A. Little · 1974
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Simulation studies of a temporal sequence memory model
J. C. Stanley · 1976
Earlier work this paper cites.
Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
Kunihiko Fukushima · 1980
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Neural networks and physical systems with emergent collective computational abilities
J J Hopfield · 1982
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Conditioning and associative learning
N. J. Mackintosh · 1983
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Neurons with graded response have collective computational properties like those of two-state neurons
J J Hopfield · 1984
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Storing infinite numbers of patterns in a spin-glass model of neural networks
Daniel J. Amit, Hanoch Gutfreund, and H. Sompolinsky · 1985
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Machine learning using higher order correlation networks
Y. C. Lee, Gary D. Doolen, H. H. Chen, G. Z. Sun, T. Maxwell, H. Y. Lee, and C. Lee Giles · 1986
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Long term memory storage capacity of multiconnected neural networks
P Peretto and J J Niez · 1986
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Higher-order Boltzmann machines
Terrence J. Sejnowski · 1986
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Number of stable points for spin-glasses and neural networks of higher orders
Pierre Baldi and Santosh S. Venkatesh · 1987
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High order neural networks for efficient associative memory design
Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, and Léon Personnaz · 1987
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The capacity of the Hopfield associative memory
R. McEliece, E. Posner, E. Rodemich, and S. Venkatesh · 1987
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Generalization of back propagation to recurrent and higher order neural networks
Fernando Pineda · 1987
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Physiological mechanisms underlying long-term potentiation
Bengt Gustafsson and Holger Wigström · 1988
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Capacities of multiconnected memory models
Horn, D. and Usher, M · 1988
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Asymmetric neural networks with multispin interactions
I. Kanter · 1988
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Memory capacity in neural network models: Rigorous lower bounds
Charles M Newman · 1988
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Metastable states in asymmetrically diluted Hopfield networks
A Treves and D J Amit · 1988
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Rapid training of higher-order neural networks for invariant pattern recognition
Max B. Reid, Lilly Spirkovska, and Ellen Ochoa · 1989
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Memory and the Hippocampus
Larry R. Squire, Arthur P. Shimamura, and David G. Amaral · 1989
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Configural association theory: The role of the hippocampal formation in learning, memory, and amnesia
R. J. Sutherland and J. W. Rudy · 1989
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Higher Order Artificial Neural Networks
Mats Bengtsson · 1990
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On the Number of Spurious Memories in the Hopfield Model
Jehoshua Bruck and Vwani P. Roychowdhury · 1990
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Information geometry of Boltzmann machines
S Amari, K Kurata, and H Nagaoka · 1992
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Efficient higher-order neural networks for classification and function approximation
Joydeep Ghosh and Yoan Shun · 1992
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Memory and the Hippocampuss: A Synthesis From Findings With Rats, Monkeys, and Humans
Larry R. Squire · 1992
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Memory representations underlying motor commands used during manipulation of common and novel objects
A. M. Gordon, G. Westling, K. J. Cole, and R. S. Johansson · 1993
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Conversion of Temporal Correlations Between Stimuli to Spatial Correlations Between Attractors
M. Griniasty, M. V. Tsodyks, and Daniel J. Amit · 1993
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The dynamics of sparse random networks
Ali A. Minai and William B. Levy · 1993
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Self-consistent signal-to-noise analysis of the statistical behavior of analog neural networks and enhancement of the storage capacity
Masatoshi Shiino and Tomoki Fukai · 1993
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Occurrence and three-dimensional structure of multiple synapses between individual radiatum axons and their target pyramidal cells in hippocampal area ca1
KE Sorra and KM Harris · 1993
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The Magical Number Seven, Plus or Minus Two: Some Limits on Our Capacity for Processing Information
G.A. Milner · 1994
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Dendrodendritic and axoaxonic synapses in the thalamic reticular nucleus of the adult rat
Didier Pinault, Yoland Smith, and Martin Deschênes · 1997
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Increasing the capacity of a Hopfield network without sacrificing functionality
Amos Storkey · 1997
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Gradient-based learning applied to document recognition
Y. Lecun, L. Bottou, Y. Bengio, and P. Haffner · 1998
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On the storage capacity of Hopfield models with correlated patterns
Matthias Löwe · 1998
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Extrasynaptic glutamate diffusion in the hippocampus: Ultrastructural constraints, uptake, and receptor activation
Dmitri A. Rusakov and Dimitri M. Kullmann · 1998
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Tripartite synapses: glia, the unacknowledged partner
Alfonso Araque, Vladimir Parpura, Rita P Sanzgiri, and Philip G Haydon · 1999
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Activity-dependent regulation of synaptic clustering in a hippocampal culture system
Ege T. Kavalali, Jürgen Klingauf, and Richard W. Tsien · 1999
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Learning in higher order Boltzmann machines using linear response
Martijn A. R. Leisink and Hilbert J. Kappen · 1999
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A dendrodendritic reciprocal synapse provides a recurrent excitatory connection in the olfactory bulb
Anne Didier, Alan Carleton, Jan G. Bjaalie, Jean-Didier Vincent, Ole Petter Ottersen, Jon Storm-Mathisen, and Pierre-Marie Lledo · 2001
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Associative learning elicits the formation of multiple-synapse boutons
Yuri Geinisman, Robert W. Berry, John F. Disterhoft, John M. Power, and Eddy A. Van der Zee · 2001
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Neurobiology of Pavlovian Fear Conditioning
Stephen Maren · 2001
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An autoassociative neural network model of paired-associate learning
Daniel S. Rizzuto and Michael J. Kahana · 2001
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Storage of features, conjunctions, and objects in visual working memory
Edward K. Vogel, Geoffrey F. Woodman, and Steven J. Luck · 2001
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Dendritic spikes as a mechanism for cooperative long-term potentiation
Nace L. Golding, Nathan P. Staff, and Nelson Spruston · 2002
Cited alongside, same era.
Neural Substrates of Eyeblink Conditioning: Acquisition and Retention
Kimberly M. Christian and Richard F. Thompson · 2003
Cited alongside, same era.
Pyramidal neuron as two-layer neural network
Panayiota Poirazi, Terrence Brannon, and Bartlett W. Mel · 2003
Cited alongside, same era.
Putting names to faces: Successful encoding of associative memories activates the anterior hippocampal formation
Reisa Sperling, Elizabeth Chua, Andrew Cocchiarella, Erin Rand-Giovannetti, Russell Poldrack, Daniel L. Schacter, and Marilyn Albert · 2003
Cited alongside, same era.
Contributions of memory circuits to language: The declarative/procedural model
Michael T. Ullman · 2003
Cited alongside, same era.
Navigating cognition: Spatial codes for human thinking
Jacob L. S. Bellmund, Peter Gärdenfors, Edvard I. Moser, and Christian F. Doeller · 2018
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Single excitatory axons form clustered synapses onto CA1 pyramidal cell dendrites
Erik B Bloss, Mark S Cembrowski, Bill Karsh, Jennifer Colonell, Richard D Fetter, and Nelson Spruston · 2018
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Robust exponential memory in Hopfield networks
Christopher J. Hillar and Ngoc M. Tran · 2018
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How many faces do people know?
R Jenkins, AJ Dowsett, and AM Burton · 2018
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Simplicial activity driven model
Giovanni Petri and Alain Barrat · 2018
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Grid-like neural representations support olfactory navigation of a two-dimensional odor space
Xiaojun Bao, Eva Gjorgieva, Laura K. Shanahan, James D. Howard, Thorsten Kahnt, and Jay A. Gottfried · 2019
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Paul E. Gilbert and Raymond P. Kesner · 2004
Cited alongside, same era.
Attractor dynamics in the hippocampal representation of the local environment
Tom J. Wills, Colin Lever, Francesca Cacucci, Neil Burgess, and John O’Keefe · 2005
Cited alongside, same era.
From sensory to long-term memory: Evidence from auditory memory reactivation studies
István Winkler and Nelson Cowan · 2005
Cited alongside, same era.
Space, time and dopamine
Gordon W. Arbuthnott and Jeff Wickens · 2006
Cited alongside, same era.
The computational neurobiology of learning and reward
Nathaniel D. Daw and Kenji Doya · 2006
Cited alongside, same era.
Nonoptimal component placement, but short processing paths, due to long-distance projections in neural systems
Marcus Kaiser and Claus C Hilgetag · 2006
Cited alongside, same era.
Weak pairwise correlations imply strongly correlated network states in a neural population
Elad Schneidman, Michael J. Berry, Ronen Segev, and William Bialek · 2006
Cited alongside, same era.
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The energetic brain – a review from students to students
Melina Paula Bordone, Mootaz M. Salman, Haley E. Titus, Elham Amini, Jens V. Andersen, Barnali Chakraborti, Artem V. Diuba, Tatsiana G. Dubouskaya, Eric Ehrke, Andiara Espindola de Freitas, Guilherme Braga de Freitas, Rafaella A. Gonçalves, Deepali Gupta, Richa Gupta, Sharon R. Ha, Isabel A. Hemming, Minal Jaggar, Emil Jakobsen, Punita Kumari, Navya Lakkappa, Ashley P. L. Marsh, Jessica Mitlöhner, Yuki Ogawa, Ramesh Kumar Paidi, Felipe C. Ribeiro, Ahmad Salamian, Suraiya Saleem, Sorabh Sharma, Joana M. Silva, Shripriya Singh, Kunjbihari Sulakhiya, Tesfaye Wolde Tefera, Behnam Vafadari, Anuradha Yadav, Reiji Yamazaki, and Constanze I. Seidenbecher · 2019
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Bipartite expander Hopfield networks as self-decoding high-capacity error correcting codes
Rishidev Chaudhuri and Ila Fiete · 2019
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Hypergraph neural networks
Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, and Yue Gao · 2019
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Beyond the maximum storage capacity limit in Hopfield recurrent neural networks
Giorgio Gosti, Viola Folli, Marco Leonetti, and Giancarlo Ruocco · 2019
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Extended temporal association memory by modulations of inhibitory circuits
Tatsuya Haga and Tomoki Fukai · 2019
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Sparse associative memory
Heiko Hoffmann · 2019
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Logic and the 2-simplicial transformer
James Clift, Dmitry Doryn, Daniel Murfet, and James Wallbridge · 2020
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Simplicial neural networks
Stefania Ebli, Michaël Defferrard, and Gard Spreemann · 2020
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Cell complex neural networks
Mustafa Hajij, Kyle Istvan, and Ghada Zamzmi · 2020
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Query-Key normalization for Transformers
Alex Henry, Prudhvi Raj Dachapally, Shubham Shantaram Pawar, and Yuxuan Chen · 2020
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Multiplicative interactions and where to find them
Siddhant M. Jayakumar, Wojciech M. Czarnecki, Jacob Menick, Jonathan Schwarz, Jack Rae, Simon Osindero, Yee Whye Teh, Tim Harley, and Razvan Pascanu · 2020
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Hodge Laplacians on graphs
Lek-Heng Lim · 2020
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A model for structured information representation in neural networks of the brain
Michael G Müller, Christos H Papadimitriou, Wolfgang Maass, and Robert Legenstein · 2020
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Brain computation by assemblies of neurons
Christos H. Papadimitriou, Santosh S. Vempala, Daniel Mitropolsky, Michael Collins, and Wolfgang Maass · 2020
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Illuminating dendritic function with computational models
Panayiota Poirazi and Athanasia Papoutsi · 2020
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Random walks on simplicial complexes and the normalized Hodge 1-Laplacian
Michael T Schaub, Austin R Benson, Paul Horn, Gabor Lippner, and Ali Jadbabaie · 2020
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Modern Hopfield networks and attention for immune repertoire classification
Michael Widrich, Bernhard Schäfl, Milena Pavlović, Hubert Ramsauer, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter, Geir Kjetil Sandve, Victor Greiff, Sepp Hochreiter, et al · 2020
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Weisfeiler and Lehman Go Cellular: CW Networks
Cristian Bodnar, Fabrizio Frasca, Nina Otter, Yuguang Wang, Pietro Liò, Guido F Montufar, and Michael Bronstein · 2021
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Drawing inspiration from biological dendrites to empower artificial neural networks
Spyridon Chavlis and Panayiota Poirazi · 2021
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Astrocyte GluN2C NMDA receptors control basal synaptic strengths of hippocampal CA1 pyramidal neurons in the stratum radiatum
Peter H Chipman, Chi Chung Alan Fung, Alejandra Pazo Fernandez, Abhilash Sawant, Angelo Tedoldi, Atsushi Kawai, Sunita Ghimire Gautam, Mizuki Kurosawa, Manabu Abe, Kenji Sakimura, Tomoki Fukai, and Yukiko Goda · 2021
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Large associative memory problem in neurobiology and machine learning
Dmitry Krotov and John J. Hopfield · 2021
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On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model
Francesca Elisa Leonelli, Elena Agliari, Linda Albanese, and Adriano Barra · 2021
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Optical computation of a spin glass dynamics with tunable complexity
M. Leonetti, E. Hörmann, L. Leuzzi, G. Parisi, and G. Ruocco · 2021
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Boltzmann machines as generalized Hopfield networks: A review of recent results and outlooks
Chiara Marullo and Elena Agliari · 2021
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Inferences on a multidimensional social hierarchy use a grid-like code
Seongmin A. Park, Douglas S. Miller, and Erie D. Boorman · 2021
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Computation, wiring, and plasticity in synaptic clusters
Vinu Varghese Pulikkottil, Bhanu Priya Somashekar, and Upinder S. Bhalla · 2021
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Hopfield networks is all you need
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Thomas Adler, David Kreil, Michael K Kopp, Günter Klambauer, Johannes Brandstetter, and Sepp Hochreiter · 2021
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Principled simplicial neural networks for trajectory prediction
T. Mitchell Roddenberry, Nicholas Glaze, and Santiago Segarra · 2021
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On the mapping between Hopfield networks and restricted Boltzmann machines
Matthew Smart and Anton Zilman · 2021
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The geometry of decision-making in individuals and collectives
Vivek H. Sridhar, Liang Li, Dan Gorbonos, Máté Nagy, Bianca R. Schell, Timothy Sorochkin, Nir S. Gov, and Iain D. Couzin · 2021
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Biological learning in key-value memory networks
Danil Tyulmankov, Ching Fang, Annapurna Vadaparty, and Guangyu Robert Yang · 2021
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Detecting danger in gridworlds using Gromov’s link condition
Thomas F Burns and Robert Tang · 2022
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Multiscale and extended retrieval of associative memory structures in a cortical model of local-global inhibition balance
Thomas F Burns, Tatsuya Haga, and Tomoki Fukai · 2022
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Hippocampal astrocytes encode reward location
Adi Doron, Alon Rubin, Aviya Benmelech-Chovav, Netai Benaim, Tom Carmi, Ron Refaeli, Nechama Novick, Tirzah Kreisel, Yaniv Ziv, and Inbal Goshen · 2022
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London taxi drivers: A review of neurocognitive studies and an exploration of how they build their cognitive map of London
Eva-Maria Griesbauer, Ed Manley, Jan M. Wiener, and Hugo J. Spiers · 2022
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A biophysical account of multiplication by a single neuron
Lukas N. Groschner, Jonatan G. Malis, Birte Zuidinga, and Alexander Borst · 2022
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Learning binds new inputs into functional synaptic clusters via spinogenesis
Nathan G. Hedrick, Zhongmin Lu, Eric Bushong, Surbhi Singhi, Peter Nguyen, Yessenia Magaña, Sayyed Jilani, Byung Kook Lim, Mark Ellisman, and Takaki Komiyama · 2022
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A universal abstraction for hierarchical Hopfield networks
Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, and Dmitry Krotov · 2022
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Dopaminergic neurons dynamically update sensory values during navigation
Ayaka Kato, Kazumi Ohta, Kazuo Okanoya, and Hokto Kazama · 2022
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Building Transformers from neurons and astrocytes
Leo Kozachkov, Ksenia V. Kastanenka, and Dmitry Krotov · 2022
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Toward a realistic model of speech processing in the brain with self-supervised learning, 2022
Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec, Alexandre Gramfort, Ewan Dunbar, Christophe Pallier, and Jean-Remi King · 2022
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Universal Hopfield networks: A general framework for single-shot associative memory models, 2022
Beren Millidge, Tommaso Salvatori, Yuhang Song, Thomas Lukasiewicz, and Rafal Bogacz · 2022
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Multi-synaptic boutons are a feature of ca1 hippocampal connections that may underlie network synchrony
Mark Rigby, Federico Grillo, Benjamin Compans, Guilherme Neves, Julia Gallinaro, Sophie Nashashibi, Gema Vizcay-Barrena, Florian Levet, Jean-Baptiste Sibarita, Angus Kirkland, Roland A. Fleck, Claudia Clopath, and Juan Burrone · 2022
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Disentangling high-order mechanisms and high-order behaviours in complex systems
Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi, Thomas F. Varley, Joseph T. Lizier, Sebastiano Stramaglia, Henrik J. Jensen, and Daniele Marinazzo · 2022
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Unveiling the higher-order organization of multivariate time series, 2022
Andrea Santoro, Federico Battiston, Giovanni Petri, and Enrico Amico · 2022
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Improving few- and zero-shot reaction template prediction using modern Hopfield networks
Philipp Seidl, Philipp Renz, Natalia Dyubankova, Paulo Neves, Jonas Verhoeven, Jörg K. Wegner, Marwin Segler, Sepp Hochreiter, and Günter Klambauer · 2022
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Content addressable memory without catastrophic forgetting by heteroassociation with a fixed scaffold
Sugandha Sharma, Sarthak Chandra, and Ila Fiete · 2022
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Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, and Siheng Chen · 2022
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Dendro-dendritic cholinergic excitation controls dendritic spike initiation in retinal ganglion cells
A. Brombas, S. Kalita-de Croft, E. J. Cooper-Williams, and S. R. Williams · 2041
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Neuronal activity determines distinct gliotransmitter release from a single astrocyte
Ana Covelo and Alfonso Araque · 2050
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Recurrent circuit dynamics underlie persistent activity in the macaque frontoparietal network
Eric Hart and Alexander C. Huk · 2050
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The brain in motion: How ensemble fluidity drives memory-updating and flexibility
William Mau, Michael E Hasselmo, and Denise J Cai · 2050
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