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Original Article

What determines the capacity of autoassociative memories in the brain?

&
Pages 371-397 | Received 13 May 1991, Published online: 09 Jul 2009

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (16)

Cristina Meli & Anders Lansner. (2013) A modular attractor associative memory with patchy connectivity and weight pruning. Network: Computation in Neural Systems 24:4, pages 129-150.
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Christian Leibold. (2011) What Autoassociative Network Models May Tell us about the Neurobiology of Memory. Network: Computation in Neural Systems 22:1-4, pages 231-250.
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Emilio Kropff & Alessandro Treves. (2007) Uninformative memories will prevail: The storage of correlated representations and its consequences. HFSP Journal 1:4, pages 249-262.
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Alessandro Treves. (2005) Frontal latching networks: a possible neural basis for infinite recursion. Cognitive Neuropsychology 22:3-4, pages 276-291.
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S.M. Stringer, T.P. Trappenberg, E.T. Rolls & I.E.T.d. Araujo. (2002) Self-organizing continuous attractor networks and path integration: one-dimensional models of head direction cells. Network: Computation in Neural Systems 13:2, pages 217-242.
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B. Willmore & D.J. Tolhurst. (2001) Characterizing the sparseness of neural codes. Network: Computation in Neural Systems 12:3, pages 255-270.
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Miguel Maravall. (1999) Sparsification from dilute connectivity in a neural network model of memory. Network: Computation in Neural Systems 10:1, pages 15-39.
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Bruce Graham & David Willshaw. (1997) Capacity and information efficiency of the associative net. Network: Computation in Neural Systems 8:1, pages 35-54.
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Hajime Hirase & Michael Recce. (1996) A search for the optimal thresholding sequence in an associative memory. Network: Computation in Neural Systems 7:4, pages 741-756.
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Roland Baddeley. (1996) Searching for filters with ‘interesting’ output distributions: an uninteresting direction to explore?. Network: Computation in Neural Systems 7:2, pages 409-421.
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William B Levy & Xiangbao Wu. (1996) The relationship of local context codes to sequence length memory capacity. Network: Computation in Neural Systems 7:2, pages 371-384.
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S Panzeri, G Biella, E T Rolls, W E Skaggs & A Treves. (1996) Speed, noise, information and the graded nature of neuronal responses. Network: Computation in Neural Systems 7:2, pages 365-370.
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Martin W Simmen, Alessandro Treves & Edmund T Rolls. (1996) Pattern retrieval in threshold-linear associative nets. Network: Computation in Neural Systems 7:1, pages 109-122.
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Alessandro Treves. (1993) Mean-field analysis of neuronal spike dynamics. Network: Computation in Neural Systems 4:3, pages 259-284.
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Isaac Meilijson & Eytan Ruppin. (1993) History-dependent attractor neural networks. Network: Computation in Neural Systems 4:2, pages 195-221.
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Dominic O'kane & Alessandro Treves. (1992) Why the simplest notion of neocortex as an autoassociative memory would not work. Network: Computation in Neural Systems 3:4, pages 379-384.
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R. Pavloski & M. Karimi. (2005) The Self-Trapping Attractor Neural Network— Part II: Properties of a Sparsely Connected Model Storing Multiple Memories. IEEE Transactions on Neural Networks 16:6, pages 1427-1439.
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Mark C. Fuhs, Shea R. VanRhoads, Amanda E. Casale, Bruce McNaughton & David S. Touretzky. (2005) Influence of Path Integration Versus Environmental Orientation on Place Cell Remapping Between Visually Identical Environments. Journal of Neurophysiology 94:4, pages 2603-2616.
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Michael Weliky, József Fiser, Ruskin H Hunt & David N Wagner. (2003) Coding of Natural Scenes in Primary Visual Cortex. Neuron 37:4, pages 703-718.
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Vegard H. BrunMona K. OtnæssSturla MoldenHill-Aina SteffenachMenno P. WitterMay-Britt MoserEdvard I. Moser. (2002) Place Cells and Place Recognition Maintained by Direct Entorhinal-Hippocampal Circuitry. Science 296:5576, pages 2243-2246.
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E. T. Rolls, S. M. Stringer & T. P. Trappenberg. (2002) A unified model of spatial and episodic memory. Proceedings of the Royal Society of London. Series B: Biological Sciences 269:1496, pages 1087-1093.
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Edmund T Rolls. (2000) Functions of the Primate Temporal Lobe Cortical Visual Areas in Invariant Visual Object and Face Recognition. Neuron 27:2, pages 205-218.
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Rufin Vogels. (1999) Categorization of complex visual images by rhesus monkeys. Part 2: single-cell study. European Journal of Neuroscience 11:4, pages 1239-1255.
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Miguel Maravall. (1999) Sparsification from dilute connectivity in a neural network model of memory. Network: Computation in Neural Systems 10:1, pages 15-39.
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Simon R. Schultz & Edmund T. Rolls. (1999) Analysis of information transmission in the schaffer collaterals. Hippocampus 9:5, pages 582-598.
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Misha Tsodyks. (1999) Attractor neural network models of spatial maps in hippocampus. Hippocampus 9:4, pages 481-489.
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George A. Ojemann, Steven G. Ojemann & Itzhak Fried. (1998) Lessons from the Human Brain: Neuronal Activity Related to Cognition. The Neuroscientist 4:4, pages 285-300.
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Edmund T. Rolls, Alessandro Treves, Robert G. Robertson, Pierre Georges-François & Stefano Panzeri. (1998) Information About Spatial View in an Ensemble of Primate Hippocampal Cells. Journal of Neurophysiology 79:4, pages 1797-1813.
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Bruce Graham & David Willshaw. (1997) Capacity and information efficiency of the associative net. Network: Computation in Neural Systems 8:1, pages 35-54.
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Sherman P. Wiebe, Ursula V. St�ubli & Jos� Ambros-Ingerson. (1997) Short-term reverberant memory model of hippocampal field CA3. Hippocampus 7:6, pages 656-665.
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Markku Penttonen, Anita Kamondi, Attila Sik, László Acsády & György Buzsáki. (1998) Feed-forward and feed-back activation of the dentate gyrus in vivo during dentate spikes and sharp wave bursts. Hippocampus 7:4, pages 437-450.
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Hajime Hirase & Michael Recce. (1996) A search for the optimal thresholding sequence in an associative memory. Network: Computation in Neural Systems 7:4, pages 741-756.
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. (1997) The orbitofrontal cortex. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences 351:1346, pages 1433-1444.
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Roland Baddeley. (1996) Searching for filters with 'interesting' output distributions: an uninteresting direction to explore?. Network: Computation in Neural Systems 7:2, pages 409-421.
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Martin W Simmen, Alessandro Treves & Edmund T Rolls. (1996) Network: Computation in Neural Systems 7:1, pages 109-122.
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Alessandro Treves, William E. Skaggs & Carol A. Barnes. (1996) How much of the hippocampus can be explained by functional constraints?. Hippocampus 6:6, pages 666-674.
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James L. McClelland & Nigel H. Goddard. (1996) Considerations arising from a complementary learning systems perspective on hippocampus and neocortex. Hippocampus 6:6, pages 654-665.
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Edmund T. Rolls. (1996) A theory of hippocampal function in memory. Hippocampus 6:6, pages 601-620.
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William B Levy. (1996) A sequence predicting CA3 is a flexible associator that learns and uses context to solve hippocampal-like tasks. Hippocampus 6:6, pages 579-590.
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William E. Skaggs, Bruce L. McNaughton, Matthew A. Wilson & Carol A. Barnes. (1996) Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus 6:2, pages 149-172.
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Alessandro Treves. (1995) Quantitative estimate of the information relayed by the Schaffer collaterals. Journal of Computational Neuroscience 2:3, pages 259-272.
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Paul E. Patton & Bruce McNaughton. (2004) Connection matrix of the hippocampal formation: I. The dentate gyrus. Hippocampus 5:4, pages 245-286.
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Randall C. O'Reilly & James L. McClelland. (2004) Hippocampal conjunctive encoding, storage, and recall: Avoiding a trade‐off. Hippocampus 4:6, pages 661-682.
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