Using Noise to Compute Error Surfaces in Connectionist Networks: A Novel Means of Reducing Catastrophic Forgetting
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[1] S. Grossberg,et al. Cortical Synchronization and Perceptual Framing , 1997, Journal of Cognitive Neuroscience.
[2] L’oubli catastrophique it,et al. Avoiding catastrophic forgetting by coupling two reverberating neural networks , 2004 .
[3] Yann LeCun,et al. Modeles connexionnistes de l'apprentissage , 1987 .
[4] TWO-WEEK Loan COpy,et al. University of California , 1886, The American journal of dental science.
[5] Sergey M. Bezrukov,et al. Noise-induced enhancement of signal transduction across voltage-dependent ion channels , 1995, Nature.
[6] Yann LeCun,et al. Improving the convergence of back-propagation learning with second-order methods , 1989 .
[7] Anthony V. Robins,et al. Catastrophic Forgetting, Rehearsal and Pseudorehearsal , 1995, Connect. Sci..
[8] Carson C. Chow,et al. Stochastic resonance without tuning , 1995, Nature.
[9] Yann LeCun. PhD thesis: Modeles connexionnistes de l'apprentissage (connectionist learning models) , 1987 .
[10] Christopher M. Bishop,et al. A Fast Procedure for Retraining the Multilayer Perceptron , 1991, Int. J. Neural Syst..
[11] Robert M. French,et al. Connectionist Models of Learning, Development and Evolution , 2001, Perspectives in Neural Computing.
[12] Bernard Ans,et al. Neural networks with a self-refreshing memory: Knowledge transfer in sequential learning tasks without catastrophic forgetting , 2000, Connect. Sci..
[13] Robert M. French,et al. Pseudopatterns and dual-network memory models: Advantages and shortcomings , 2000, NCPW.
[14] R. French. Catastrophic forgetting in connectionist networks , 1999, Trends in Cognitive Sciences.
[15] Ralph Linsker,et al. Self-organization in a perceptual network , 1988, Computer.
[16] Robert M. French,et al. Pseudo-recurrent Connectionist Networks: An Approach to the 'Sensitivity-Stability' Dilemma , 1997, Connect. Sci..
[17] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[18] Jacques Sougné,et al. Period doubling as a means of representing multiply instantiated entities , 1998 .
[19] Y. L. Cun,et al. Modèles connexionnistes de l'apprentissage , 1987 .
[20] M. Gernsbacher,et al. Proceedings of the 20th Annual Conference of the Cognitive Science Society , 1998 .
[21] Frank Moss,et al. Noise enhancement of information transfer in crayfish mechanoreceptors by stochastic resonance , 1993, Nature.