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Network: Computation in Neural Systems Volume 8, 1997 - Issue 3
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Miscellaneous Article

Hebbian learning, its correlation catastrophe, and unlearning

J L van Hemmen Physik-Department der TU München, D-85747, Garching bei München, Germany
Pages V1-V17 | Received 18 Apr 1997, Published online: 09 Jul 2009

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Marcus Frean & Anthony Robins. (1999) Catastrophic forgetting in simple networks: an analysis of the pseudorehearsal solution. Network: Computation in Neural Systems 10:3, pages 227-236.
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David Horn, Nir Levy & Eytan Ruppin. (1998) Neuronal regulation versus synaptic unlearning in memory maintenance mechanisms. Network: Computation in Neural Systems 9:4, pages 577-586.
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Articles from other publishers (9)

Francesco Alemanno, Luca Camanzi, Gianluca Manzan & Daniele Tantari. (2023) Hopfield model with planted patterns: A teacher-student self-supervised learning model. Applied Mathematics and Computation 458, pages 128253.
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Priyanka Rajwani, Ayushi Suman & Sarika Jalan. (2023) Tiered synchronization in Kuramoto oscillators with adaptive higher-order interactions. Chaos: An Interdisciplinary Journal of Nonlinear Science 33:6.
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Chris Gorman, Anthony Robins & Alistair Knott. (2017) Hopfield networks as a model of prototype-based category learning: A method to distinguish trained, spurious, and prototypical attractors. Neural Networks 91, pages 76-84.
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David T. Blake. 2011. Comprehensive Physiology. Comprehensive Physiology 977 1008 .
Björn Rasch & Jan Born. (2013) About Sleep's Role in Memory. Physiological Reviews 93:2, pages 681-766.
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Reimer Kühn & Ion-Olimpiu Stamatescu. (2007) Learning with incomplete information and the mathematical structure behind it. Biological Cybernetics 97:1, pages 99-112.
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Krisztina Szalisznyó & Péter Érdi. (2000) Depolarizing/hyperpolarizing effects of the GABAA synapse have a beneficial role in synaptic weight resetting in the hippocampus. NeuroReport 11:16, pages 3559-3563.
Crossref
Marcus Frean & Anthony Robins. (1999) Catastrophic forgetting in simple networks: an analysis of the pseudorehearsal solution. Network: Computation in Neural Systems 10:3, pages 227-236.
Crossref
David Horn, Nir Levy & Eytan Ruppin. (1998) Neuronal regulation versus synaptic unlearning in memory maintenance mechanisms. Network: Computation in Neural Systems 9:4, pages 577-586.
Crossref

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