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Network: Computation in Neural Systems Volume 14, 2003 - Issue 4
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Original Article

A working memory model based on fast Hebbian learning

A Sandberg Department of Numerical Analysis and Computer Science, Royal Institute of Technology, 100 44, Stockholm, Sweden
,
J Tegnér Department of Physics, Computational Biology Unit, Linköpings Institute of Technology, 581 83, Linköping, Sweden; Stockholm Bioinformatics Center, SCFAB, Stockholm University, 106 91, Stockholm, Sweden
&
A Lansner Department of Numerical Analysis and Computer Science, Royal Institute of Technology, 100 44, Stockholm, Sweden
Pages 789-802 | Received 18 Feb 2003, Accepted 12 Aug 2003, Published online: 09 Jul 2009

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Mikael Lundqvist, Martin Rehn, Mikael Djurfeldt & Anders Lansner. (2006) Attractor dynamics in a modular network model of neocortex. Network: Computation in Neural Systems 17:3, pages 253-276.
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Articles from other publishers (42)

Mauro Ursino, Nicole Cesaretti & Gabriele Pirazzini. (2022) A model of working memory for encoding multiple items and ordered sequences exploiting the theta-gamma code. Cognitive Neurodynamics 17:2, pages 489-521.
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Layla Chadaporn Antaket & Yoshiki Kashimori. (2022) Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex. Cognitive Computation 15:2, pages 373-391.
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Leo Kozachkov, John Tauber, Mikael Lundqvist, Scott L. Brincat, Jean-Jacques Slotine & Earl K. Miller. (2022) Robust and brain-like working memory through short-term synaptic plasticity. PLOS Computational Biology 18:12, pages e1010776.
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Lukas Alexander Hahn, Dmitry Balakhonov, Mikael Lundqvist, Andreas Nieder & Jonas Rose. (2022) Oscillations without cortex: Working memory modulates brainwaves in the endbrain of crows. Progress in Neurobiology 219, pages 102372.
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Sanjay Manohar. (2022) Quiet Trajectories as Neural Building Blocks. Journal of Cognitive Neuroscience, pages 1-3.
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Mikael Lundqvist, Jonas Rose, Scott L. Brincat, Melissa R. Warden, Timothy J. Buschman, Pawel Herman & Earl K. Miller. (2022) Reduced variability of bursting activity during working memory. Scientific Reports 12:1.
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Samson Chota, Carlo Leto, Laura van Zantwijk & Stefan Van der Stigchel. (2022) Attention rhythmically samples multi-feature objects in working memory. Scientific Reports 12:1.
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Pawel Andrzej Herman. 2022. Encyclopedia of Computational Neuroscience. Encyclopedia of Computational Neuroscience 905 911 .
Tom Macpherson, Anne Churchland, Terry Sejnowski, James DiCarlo, Yukiyasu Kamitani, Hidehiko Takahashi & Takatoshi Hikida. (2021) Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research. Neural Networks 144, pages 603-613.
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Linjing Jiang & Hoi-Chung Leung. (2021) Errors in visuospatial working memory across space and time. Scientific Reports 11:1.
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Hikaru Tokuhara, Kazuhisa Fujita & Yoshiki Kashimori. (2021) Neural Mechanisms of Maintenance and Manipulation of Information of Temporal Sequences in Working Memory. Cognitive Computation 13:4, pages 1085-1098.
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Andre O. Beukers, Timothy J. Buschman, Jonathan D. Cohen & Kenneth A. Norman. (2021) Is Activity Silent Working Memory Simply Episodic Memory?. Trends in Cognitive Sciences 25:4, pages 284-293.
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Sukbin Lim. (2021) Hebbian learning revisited and its inference underlying cognitive function. Current Opinion in Behavioral Sciences 38, pages 96-102.
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Susanna Yu. Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov, Mikhail V. Ivanchenko, Alexey A. Zaikin, Victor B. Kazantsev & Alexander N. Gorban. (2021) Modeling Working Memory in a Spiking Neuron Network Accompanied by Astrocytes. Frontiers in Cellular Neuroscience 15.
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Nareg Berberian, Matt Ross & Sylvain Chartier. (2021) Embodied working memory during ongoing input streams. PLOS ONE 16:1, pages e0244822.
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Christian N.L. Olivers & Pieter R. Roelfsema. (2020) Attention for action in visual working memory. Cortex 131, pages 179-194.
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Sara Ibañez, Jennifer I. Luebke, Wayne Chang, Danel Draguljić & Christina M. Weaver. (2020) Network Models Predict That Pyramidal Neuron Hyperexcitability and Synapse Loss in the dlPFC Lead to Age-Related Spatial Working Memory Impairment in Rhesus Monkeys. Frontiers in Computational Neuroscience 13.
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Kartik K. Sreenivasan & Mark D’Esposito. (2019) The what, where and how of delay activity. Nature Reviews Neuroscience 20:8, pages 466-481.
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Sanjay G. Manohar, Nahid Zokaei, Sean J. Fallon, Tim P. Vogels & Masud Husain. (2019) Neural mechanisms of attending to items in working memory. Neuroscience & Biobehavioral Reviews 101, pages 1-12.
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Younes Adam Tabi, Masud Husain & Sanjay G. Manohar. (2019) Recall cues interfere with retrieval from visuospatial working memory. British Journal of Psychology 110:2, pages 288-305.
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Earl K. Miller, Mikael Lundqvist & André M. Bastos. (2018) Working Memory 2.0. Neuron 100:2, pages 463-475.
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Inder Singh, Zoran Tiganj & Marc W. Howard. (2018) Is working memory stored along a logarithmic timeline? Converging evidence from neuroscience, behavior and models. Neurobiology of Learning and Memory 153, pages 104-110.
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Zoran Tiganj, Jason A. Cromer, Jefferson E. Roy, Earl K. Miller & Marc W. Howard. (2018) Compressed Timeline of Recent Experience in Monkey Lateral Prefrontal Cortex. Journal of Cognitive Neuroscience 30:7, pages 935-950.
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André Cyr, Frédéric Thériault, Matthew Ross & Sylvain Chartier. 2018. Artificial General Intelligence. Artificial General Intelligence 32 41 .
Oliver L. C. Rourke & Daniel A. Butts. (2017) Cortical computations via transient attractors. PLOS ONE 12:12, pages e0188562.
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Alexander H. von Lautz, Jan Herding, Simon Ludwig, Till Nierhaus, Burkhard Maess, Arno Villringer & Felix Blankenburg. (2017) Gamma and Beta Oscillations in Human MEG Encode the Contents of Vibrotactile Working Memory. Frontiers in Human Neuroscience 11.
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Golnaz Baghdadi, Farzad Towhidkhah & Reza Rostami. (2017) An electrophysiological model of working memory performance. Cognitive Systems Research 45, pages 1-16.
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Christos Constantinidis & Torkel Klingberg. (2016) The neuroscience of working memory capacity and training. Nature Reviews Neuroscience 17:7, pages 438-449.
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Mark Stokes & Eelke Spaak. (2016) The Importance of Single-Trial Analyses in Cognitive Neuroscience. Trends in Cognitive Sciences 20:7, pages 483-486.
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Mikael Lundqvist, Jonas Rose, Pawel Herman, Scott?L. Brincat, Timothy?J. Buschman & Earl?K. Miller. (2016) Gamma and Beta Bursts Underlie Working Memory. Neuron 90:1, pages 152-164.
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Johan Eriksson, Edward?K. Vogel, Anders Lansner, Fredrik Bergstr?m & Lars Nyberg. (2015) Neurocognitive Architecture of Working Memory. Neuron 88:1, pages 33-46.
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G Han, L An, B Yang, L Si & T Zhang. (2013) Nicotine-induced impairments of spatial cognition and long-term potentiation in adolescent male rats. Human & Experimental Toxicology 33:2, pages 203-213.
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Anders Lansner, Petter Marklund, Sverker Sikström & Lars-Göran Nilsson. (2013) Reactivation in Working Memory: An Attractor Network Model of Free Recall. PLoS ONE 8:8, pages e73776.
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Mikael Lundqvist, Pawel Herman & Anders Lansner. (2011) Theta and Gamma Power Increases and Alpha/Beta Power Decreases with Memory Load in an Attractor Network Model. Journal of Cognitive Neuroscience 23:10, pages 3008-3020.
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Martha A. Erickson, Lauren A. Maramara & John Lisman. (2010) A Single Brief Burst Induces GluR1-dependent Associative Short-term Potentiation: A Potential Mechanism for Short-term Memory. Journal of Cognitive Neuroscience 22:11, pages 2530-2540.
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Nickolaos Fragopanagos, Tamara Cristescu, Brian A. Goolsby, Monika Kiss, Martin Eimer, Anna C. Nobre, Jane E. Raymond, Kimron L. Shapiro & John G. Taylor. (2009) Modelling distractor devaluation (DD) and its neurophysiological correlates. Neuropsychologia 47:12, pages 2354-2366.
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Yasuko Sugase-Miyamoto, Zheng Liu, Matthew C. Wiener, Lance M. Optican & Barry J. Richmond. (2008) Short-Term Memory Trace in Rapidly Adapting Synapses of Inferior Temporal Cortex. PLoS Computational Biology 4:5, pages e1000073.
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M. T. Wilson, Moira L. Steyn-Ross, D. A. Steyn-Ross & J. W. Sleigh. (2008) Going Beyond a Mean-field Model for the Learning Cortex: Second-Order Statistics. Journal of Biological Physics 33:3, pages 213-246.
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Julian Macoveanu, Torkel Klingberg & Jesper Tegnér. (2007) Neuronal firing rates account for distractor effects on mnemonic accuracy in a visuo-spatial working memory task. Biological Cybernetics 96:4, pages 407-419.
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CHRISTOPHER JOHANSSON, ÖRJAN EKEBERG & ANDERS LANSNER. (2011) CLUSTERING OF STORED MEMORIES IN AN ATTRACTOR NETWORK WITH LOCAL COMPETITION. International Journal of Neural Systems 16:06, pages 393-403.
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Albert Compte. (2006) Computational and in vitro studies of persistent activity: Edging towards cellular and synaptic mechanisms of working memory. Neuroscience 139:1, pages 135-151.
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L. F. Abbott & Wade G. Regehr. (2004) Synaptic computation. Nature 431:7010, pages 796-803.
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