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Learning curves for stochastic gradient descent in linear feedforward networks. Werfel J, Xie X and Seung HS. Neural Computation, 2005;17:2699-718 |
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Learning in neural networks by reinforcement of irregular spiking Xie X and Seung HS. Phys Rev E, 2004;69:041909 |
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Learning winner-take-all competition between groups of neurons in lateral inhibitory
networks Xie X, Hahnloser HR, and Seung HS. Advances in Neural Information Processing Systems 2001;13:350-356 |
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Equivalence of backpropagation and contrastive Hebbian learning in a layered network Xie X and Seung HS. Neural Computation, 2003;16:441-454 |
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Threshold behavior of maximum likelihood method in population decoding Xie X Network: Comput. Neural Syst. 2002;13:447-456 |
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Spike-based learning rules and stabilization of persistent neural activity Xie X and Seung HS Advances in Neural Information Processing Systems 2000;12:199-205 |