Neural Networks

Penny Dreannan

Links and many publications.

Principles of training multi-layer neural network using backpropagation

Illustrative article about the backpropagation algorithm.
Categories: Neural Networks

Programming Neural Networks in Java

Online book about neural networks. Mirror: http://www.heatonresearch.com/articles/series/1/.

Proposal for Dartmouth Summer Research Project on Artificial Intelligence

First use of the phrase "Artificial Intelligence".

Recurrent Networks I

An introduction to the simple recurrent network (Elman network).
Categories: Neural Networks

Recurrent Neural Networks

Introduction to various types of recurrent networks.
Categories: Neural Networks

Research on Neuroevolution Methods

An history and description of the various methods in neuroevolution with links to papers.

Spiking Neuron Models

Online free book about spiking neurons. Includes the following chapters: - Introduction - Detailed Neuron Models - Two-Dimensional Neuron Models - Formal Spiking Neuron Models - Noise in Spiking Neuron Models - Population Equations - Signal Transmission and Coding - Oscillations an...
Categories: Books, Neural Networks

Spiking Neuron Models. Single Neurons, Populations, Plasticity

By Wulfram Gerstner and Werner M. Kistler. Book about neural networks.
Categories: Books, Neural Networks

Temporal Difference Learning and TD-Gammon

Article about a gammon AI player.

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About
Last update: 2008-10-26
Contact: nunofreitas@gmail.com