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CodeProject: Neural Network OCR. Free source code and programming help
There are many different approaches to optical character recognition problem. One of the most common and popular approaches is based on neural networks, which can be applied to different ...
code, neural-networks, ocr, opensource saved by: davidar more details ...
http://www.codeproject.com/KB/cs/neural_network_ocr.aspx
A Resource-Allocating Network for Function Interpolation
We have created a network that allocates a new computational unit whenever an unusual pattern is presented to the network. This network forms compact representations, yet learns easily ...
article, neural-networks, pdf saved by: davidar more details ...
http://research.microsoft.com/~jplatt/ran.pdf
Reinforcement Learning and Control
lists of articles about reinforcement learning
article, list, neural-networks saved by: davidar more details ...
http://www.cs.colostate.edu/~anderson/res/rl
Q-Learning with Hidden-Unit Restarting
Platt's resource-allocation network *RAN* *Platt, 1991a, 1991b* is modi ed for a reinforcement-learning paradigm and to restart" existing hidden units rather than adding new units. After ...
article, neural-networks, pdf saved by: davidar more details ...
http://www.cs.colostate.edu/~anderson/res/rl/nips92-restarts.pdf
The Two Spirals Problem Solved | BenMargolis.com
Using a simple four-layer perceptron and standard backprop (You're going to say I cheated.) While the Two-Spirals Problem may be (or actually, may not be) a valuable benchmark for neural...
article, neural-networks saved by: davidar more details ...
http://www.benmargolis.com/compsci/ai/two_spirals_problem.htm
Code for Neural Networks and Reinforcement Learning
The code on this page is placed in the public domain with the hope that others will find it a useful starting place for developing their own software. Most is not well-documented nor tho...
code, library, neural-networks, opensource saved by: davidar more details ...
http://www.cs.colostate.edu/~anderson/code
CodeProject: Neural Network for Recognition of Handwritten Digits. Free source code and programming help
A convolutional neural network achieves 99.26% accuracy on a modified NIST database of hand-written digits.
code, neural-networks, opensource, recognition saved by: davidar more details ...
http://www.codeproject.com/KB/library/NeuralNetRecognition.aspx?display=Print
CodeProject: Back-propagation Neural Net. Free source code and programming help
A C++ class implementing a back-propagation algorithm neural net, that supports any number of layers/neurons.
code, library, neural-networks, opensource saved by: davidar more details ...
http://www.codeproject.com/KB/recipes/BP.aspx?display=Print
Parameter Incremental Learning Algorithm for Neural Networks
In this dissertation, a novel training algorithm for neural networks, named Parameter Incremental Learning (PIL), is proposed, developed, analyzed and numerically validated. The main idea...
article, neural-networks, pdf saved by: davidar more details ...
https://eidr.wvu.edu/files/4163/Wan_Sheng_dissertation.pdf
The Backpropagation Algorithm
mathematical description of the backpropagation algorithm
maths, neural-networks saved by: davidar more details ...
http://www.speech.sri.com/people/anand/771/html/node37.html
Neural Networks - A Systematic Introduction
books, neural-networks saved by: davidar more details ...
http://page.mi.fu-berlin.de/rojas/neural/index.html.html
Back-Propagation Neural Networks
Written in Python. See http://www.python.org/ Placed in the public domain. Neil Schemenauer
library, neural-networks, opensource, python saved by: davidar more details ...
http://arctrix.com/nas/python/bpnn.py
Reinforcement Learning: An Introduction
In this book we explore a computational approach to learning from interaction. Rather than directly theorizing about how people or animals learn, we explore idealized learning situations ...
books, neural-networks saved by: davidar more details ...
http://www.cs.ualberta.ca/%7Esutton/book/ebook/the-book.html
Reinforcement Learning: A Tutorial - CiteSeerX
Document details from CiteSeerX (Isaac Councill, Lee Giles): The purpose of this tutorial is to provide an introduction to reinforcement learning (RL) at a level easily understood by stud...
neural-networks saved by: davidar more details ...
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.33.2480