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Neural Networks Board games

Neural Networks Board games

I had reduced the complexity of the game down to 17 boards in a - database-. For a BPN neural network the task of memorizing those 17 boards and their. Scalable Neural Networks for Board Games. To appear in: Proceedings of the International. A Scalable Neural Network Architecture for Board Games.

Bias variance Neural Networks

Bias variance Neural Networks

Download now or preview on posterous 4-neural_nets_bias_variance.pdf (16541 KB) Feedforward neural networks trained by error backpropagation are examples of nonparametric regression estimators.  The fundamental challenges in neural modeling are about representation rather than learning per se. Learning, as it is represented in some current neural networks, can be formulated as a (nonlinear) regression problem. The essence of the bias/variance dilemma …

Neural Networks course material

Neural Networks course material

Yesterday I took my first online class in the neural networks class offered by Coursera.  I took a set of machine learning classes when I was working on my masters degree at Rensselaer, and I always found neural networks interesting.  Unfortunately our course material never required us to actually create a network, so neural nets were never more than an academic interest for me. Fortunately, I recognized the name of the instructor for this course …

Model reference control neural networks

Model reference control neural networks

Neural network-based model reference adaptive control system. In this paper, an approach to model reference adaptive control based on neural networks is.

Dynamic recurrent Neural Networks

Dynamic recurrent Neural Networks

The main article on the neural network approach for a body model is now in press in Autonomous Robots: Surprisingly complex tasks can be solved using a behaviour-based, reactive control system, i.e., a system that operates without an explicit internal representation of the environment and the own body. Nevertheless, application of internal representations has gained interest in recent years because such internal representations can be used to solve …

Neural Networks and games

Neural Networks and games

Source Abstract Artificial Intelligence has been developing for many years but until recently game developers have largely ignored it. As computer-processing speed has increased, games have started to include advanced levels of artificial intelligence. A general description of Artificial intelligence is given to introduce the reader to the topic and to the focus of the paper. Search algorithms are described in general with a more detailed description …

Open Neural Networks Library

Open Neural Networks Library

The Fast Artificial Neural Network Library (FANN) is now ready with version 2.0.0. The new release includes automatic building and training of ANN s using the Cascade2 algorithm. The release also includes many new activation functions and a more flexible use of activation functions. A new fileformat is introduced which makes saving and loading of ANNs easier. This release should make it easier to use the FANN library and easier to get good results …

Artificial Intelligence Neural Networks Projects

Artificial Intelligence Neural Networks Projects

In his State of the Union address last week, President Obama made several mentions of a commitment to science that caught our attention . Now it seems some details about those plans are surfacing. One area of study he mentioned in his speech was that scientists are working to map the human brain, and it’s now being reported that the President wants to launch a decade-long program to create the most detailed map of the active human brain to date …