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Network: Computation in Neural Systems Volume 8, 1997 - Issue 1
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Original Article

Capacity and information efficiency of the associative net

Bruce Graham Centre for Cognitive Science, University of Edinburgh, 2 Buccleuch Place, Edinburgh, EH8 9LW, UK
&
David Willshaw Centre for Cognitive Science, University of Edinburgh, 2 Buccleuch Place, Edinburgh, EH8 9LW, UK
Pages 35-54 | Received 05 Jul 1996, Published online: 09 Jul 2009

Citations (21)

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Read on this site (2)

Simona Doboli & Ali A Minai. (2003) Network capacity analysis for latent attractor computation. Network: Computation in Neural Systems 14:2, pages 273-302.
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B.P. Graham. (2001) Pattern recognition in a compartmental model of a CA1 pyramidal neuron. Network: Computation in Neural Systems 12:4, pages 473-492.
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Articles from other publishers (19)

Viacheslav Osaulenko, Bernard Girau, Oleksandr Makarenko & Patrick Henaff. (2019) Increasing Capacity of Association Memory by Means of Synaptic Clustering. Neural Processing Letters 50:3, pages 2717-2730.
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Vassilis Cutsuridis. (2019) Improving the Recall Performance of a Brain Mimetic Microcircuit Model. Cognitive Computation 11:5, pages 644-655.
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Vassilis Cutsuridis. 2017. Computational Models of Brain and Behavior. Computational Models of Brain and Behavior 333 344 .
Marcelo Matheus Gauy, Florian Meier & Angelika Steger. (2017) Multiassociative Memory: Recurrent Synapses Increase Storage Capacity. Neural Computation 29:5, pages 1375-1405.
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Randa Kassab & Frédéric Alexandre. 2017. Computational Intelligence. Computational Intelligence 407 422 .
Christian Keine, Rudolf Rübsamen & Bernhard Englitz. (2016) Inhibition in the auditory brainstem enhances signal representation and regulates gain in complex acoustic environments. eLife 5.
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Andreas Knoblauch. (2016) Efficient Associative Computation with Discrete Synapses. Neural Computation 28:1, pages 118-186.
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Leslie G Valiant. (2014) What must a global theory of cortex explain?. Current Opinion in Neurobiology 25, pages 15-19.
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Pengsheng Zheng, Jianxiong Zhang & Wansheng Tang. (2011) Learning Associative Memories by Error Backpropagation. IEEE Transactions on Neural Networks 22:3, pages 347-355.
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Andreas Knoblauch. (2010) Zip nets: Efficient associative computation with binary synapses. Zip nets: Efficient associative computation with binary synapses.
Vassilis Cutsuridis, Stuart Cobb & Bruce P. Graham. (2009) Encoding and retrieval in a model of the hippocampal CA1 microcircuit. Hippocampus 20:3, pages 423-446.
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Andreas Knoblauch, Günther Palm & Friedrich T. Sommer. (2010) Memory Capacities for Synaptic and Structural Plasticity. Neural Computation 22:2, pages 289-341.
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Russell Hunter, Bruce P Graham & Stuart Cobb. (2009) Improving pattern retrieval in an auto-associative neural network of spiking neurons. BMC Neuroscience 10:S1.
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Russell Hunter, Stuart Cobb & Bruce P. Graham. 2008. Dynamic Brain - from Neural Spikes to Behaviors. Dynamic Brain - from Neural Spikes to Behaviors 137 141 .
Zohre K. Kayikci, Heiner Markert & Gunther Palm. (2007) Neural Associative Memories and Hidden Markov Models for Speech Recognition. Neural Associative Memories and Hidden Markov Models for Speech Recognition.
Boris Gourévitch & Jos J. Eggermont. (2007) Evaluating Information Transfer Between Auditory Cortical Neurons. Journal of Neurophysiology 97:3, pages 2533-2543.
Crossref
Leslie G. Valiant. (2006) A Quantitative Theory of Neural Computation. Biological Cybernetics 95:3, pages 205-211.
Crossref
Simona Doboli & Ali Minai. (2003) Network capacity analysis for latent attractor computation. Network: Computation in Neural Systems 14:2, pages 273-302.
Crossref
Bruce Graham & David Willshaw. 1997. Artificial Neural Networks — ICANN'97. Artificial Neural Networks — ICANN'97 151 156 .

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