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» Analytical and Simulation Results for Stochastic Fitzhugh-Na...

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TNN
2008

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A Fast and Scalable Recurrent Neural Network Based on Stochastic Meta Descent

13 years 4 months ago

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This brief presents an efficient and scalable online learning algorithm for recurrent neural networks (RNNs). The approach is based on the real-time recurrent learning (RTRL) algor...

Zhenzhen Liu, Itamar Elhanany

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JCNS
2002

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Coarse-Grained Reduction and Analysis of a Network Model of Cortical Response: I. Drifting Grating Stimuli

13 years 4 months ago

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We present a reduction of a large-scale network model of visual cortex developed by McLaughlin, Shapley, Shelley, and Wielaard. The reduction is from many integrate-and-fire neuron...

Michael Shelley, David McLaughlin

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NECO
2007

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Reinforcement Learning Through Modulation of Spike-Timing-Dependent Synaptic Plasticity

13 years 4 months ago

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The persistent modiﬁcation of synaptic efﬁcacy as a function of the relative timing of pre- and postsynaptic spikes is a phenomenon known as spiketiming-dependent plasticity (...

Razvan V. Florian

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IJBC
2007

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Patterns of oscillation in a Ring of Identical Cells with Delayed Coupling

13 years 4 months ago

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We investigate the behaviour of a neural network model consisting of three neurons with delayed self and nearest-neighbour connections. We give analytical results on the existence...

Sharene D. Bungay, Sue Ann Campbell

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