Assembler-based Neural Network Simulator

Description

Assembler-based Neural Network Simulator - Matlab source code. ANNS is a neural network simulator based on assembler language with a simple and intuitive Matlab interface. ANNS package dynamically generates ASM code, automatically embedding it into Matlab MEX file (Matlab C interface) for a fast and highly optimized code for neural network training and simulation. ANNS package is particularly suitable for pattern recognition tasks, when speed becomes the most relevant issue.

ANNS package implements the backpropagation algorithm and includes: arbitrary length of input feature vectors, one hidden layer (arbitrary number of hidden neurons), hyperbolic tangent activation function on the hidden layer, linear activation function on the output layer, scalar output. ANNS package uses the Netwide Assembler. This version is the first release on CNET Download.com.