Hebbian theory

Results: 77



#Item
1Nervous system / Computational neuroscience / Neuroscience / Computational statistics / Artificial neural network / Mathematical psychology / Receptive field / Biological neuron model / Hebbian theory / Visual cortex / Feature learning / Visual tilt effects

LETTER Communicated by Friedrich Sommer A Sparse Generative Model of V1 Simple Cells with Intrinsic Plasticity

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Source URL: fias.uni-frankfurt.de

Language: English - Date: 2008-09-09 03:37:37
2Computational neuroscience / Neuroscience / Nervous system / Artificial neural networks / Statistics / Multivariate statistics / Biophysics / Biological neuron model / Principal component analysis / Artificial neuron / Spike-timing-dependent plasticity / Hebbian theory

Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons Lars Buesing, Wolfgang Maass Institute for Theoretical Computer Science

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2014-10-13 19:51:13
3Neuroscience / Nervous system / Biology / Computational neuroscience / Neural networks / Neurophysiology / Spike-timing-dependent plasticity / Biological neuron model / Neural coding / Hebbian theory / Neuron / Neural oscillation

Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity Bernhard Nessler1*, Michael Pfeiffer1,2, Lars Buesing1, Wolfgang Maass1 1 Institute for Theoretical Computer Scienc

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2014-10-13 19:51:18
4Nervous system / Neuroscience / Biology / Synaptic weight / Hebbian theory / Synaptic scaling / BCM theory / Synaptic plasticity / Long-term depression / Intrinsic plasticity / Artificial neural network / Nonsynaptic plasticity

ARTICLE Communicated by Erkki Oja Synergies Between Intrinsic and Synaptic Plasticity Mechanisms

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Source URL: fias.uni-frankfurt.de

Language: English - Date: 2007-03-20 04:22:35
5Computational neuroscience / Neuroscience / Artificial neural networks / Cybernetics / Cognition / Machine learning / Computational statistics / Hebbian theory / Autoencoder / Deep learning / Feature learning / Unsupervised learning

Fully Autonomous Real-Time Autoencoder-Augmented Hebbian Learning through the Collection of Novel Experiences To appear in: Proc. of the Fifteenth International Conference on the Synthesis and Simulation of Living System

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Source URL: eplex.cs.ucf.edu

Language: English - Date: 2016-04-27 14:27:24
6Artificial neural networks / Computational neuroscience / Hopfield network / Hebbian theory / Semantics

Cogsci Virginia de Sa Application of Hopfield Memories to Understanding Human Conceptual Memory (From a paper with Ken McRae and Mark Seidenberg) Link to paper 1

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Source URL: www.cogsci.ucsd.edu

Language: English - Date: 2009-06-03 14:17:19
7Neuroscience / Computational neuroscience / Neural networks / Neurophysiology / Artificial neural networks / Hebbian theory / Synaptic weight / Chemical synapse / Synaptic plasticity / Biological neural network / Biological neuron model / Spike-timing-dependent plasticity

From Modulated Hebbian Plasticity to Simple Behavior Learning through Noise and Weight Saturation Preprint accepted for publication in Neural Networksdoi: j.neunetAndrea Soltoggioa, Kenneth O

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Source URL: eplex.cs.ucf.edu

Language: English - Date: 2012-07-05 22:51:04
8Artificial neural networks / Neuroscience / Applied mathematics / Cybernetics / Autoencoder / Hebbian theory / Feature learning / Deep learning / Restricted Boltzmann machine / Unsupervised learning / Biological neural network / Backpropagation

Real-time Hebbian Learning from Autoencoder Features for Control Tasks To appear in: Proc. of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE 14). Cambridge, MA: MIT Press

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Source URL: eplex.cs.ucf.edu

Language: English - Date: 2014-06-04 09:58:39
9Science / Machine learning / Connectionism / Hopfield network / Perceptron / Self-organizing map / Feature / Pattern recognition / Hebbian theory / Neural networks / Computational neuroscience / Cybernetics

ARTIFICIALINTELLIGENCE 185 Connectionist Learning Procedures Geoffrey E. Hinton

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Source URL: www.cs.toronto.edu

Language: English - Date: 2009-01-08 11:44:02
10Neural networks / Neurophysiology / Computational neuroscience / Cell signaling / Hebbian theory / Synaptic weight / Synaptic plasticity / Spike-timing-dependent plasticity / Chemical synapse / Biology / Neuroscience / Nervous system

Effectiveness of Neural Network Learning Rules Generated by a Biophysical Model of Synaptic Plasticity David J. Jilk, Daniel M. Cer, and Randall C. O’Reilly Department of Psychology University of Colorado, Boulder 345

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Source URL: psych.colorado.edu

Language: English - Date: 2003-06-14 00:35:46
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