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NECO
1998

171views more NECO 1998»

Constrained Optimization for Neural Map Formation: A Unifying Framework for Weight Growth and Normalization

13 years 10 months ago

three different levels of abstraction: detailed models including ctivity dynamics, weight dynamics that abstract from the neural activity dynamics by an adiabatic approximation, an...

Laurenz Wiskott, Terrence J. Sejnowski

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29

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NECO
1998

100views more NECO 1998»

Memory Maintenance via Neuronal Regulation

13 years 10 months ago

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Since their conception half a century ago Hebbian cell assemblies have become a basic term in the Neurosciences, and the idea that learning takes place through synaptic modi catio...

David Horn, Nir Levy, Eytan Ruppin

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29

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NECO
1998

151views more NECO 1998»

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

13 years 10 months ago

Download www.face-rec.org

We describe a new method for performing a nonlinear form of Principal Component Analysis. By the use of integral operator kernel functions, we can e ciently compute principal comp...

Bernhard Schölkopf, Alex J. Smola, Klaus-Robe...

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36

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NECO
2007

150views more NECO 2007»

Reinforcement Learning, Spike-Time-Dependent Plasticity, and the BCM Rule

13 years 10 months ago

Download eprints.pascal-network.org

Learning agents, whether natural or artiﬁcial, must update their internal parameters in order to improve their behavior over time. In reinforcement learning, this plasticity is ...

Dorit Baras, Ron Meir

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