Begin3 Title: mozg Version: 0.11.3 Entered-date: 19OCT99 Description: fast C++ neural network library. Supports training, running, saving and loading of networks with an arbitrary number of layers and nodes. Learning rules: Backprop with extensions (chunk or on-line), Quickprop, Rprop. Neuron output functions: sigmoid, th, atg, linear, RBF or desirable one may be inserted easy. Any combination of them for different layers is possible. Energy function: summed squared error, cross-entropy, log-squared error. Kernel of the simulator is a library of optimised vector & matrix operations, so it may be replaced by faster one (may be hardware implemented) to sped up the simulator. Optimisation technique has been described. Library is used in DELPHI(CERN) experiment data analysis. Keywords: neural network, Backpropagation, Quickprop, Rprop, library, C++ Author: filin@desert.ihep.su (Alexy Filin) Maintained-by: filin@desert.ihep.su (Alexy Filin) Primary-site: sunsite.unc.edu /pub/Linux/science/ai 1.5k lsm-template 158k mozg-0.11.3.tar.gz Alternate-site: Linux.ihep.su /pub/Linux/local/mozg-0.11.3.tar.gz Original-site: Linux.ihep.su /pub/Linux/local/mozg-0.11.3.tar.gz Platforms: UNIX-like Copying-policy: LGPL End