Multilayer Neural Network based on Multi-Valued
Neurons (MLMVN) - Executable Files.
This network, which significantly outperforms many other machine
learning techniques in terms of learning speed and generalization capability, is
presented in detail in ,
There are two exe-files for Windows 7/Vista/XP operating systems, a Matlab-file for converting continuous data in the format
appropriate for the MLMVN and its software simulator and a brief user's manual
that are winzipped in a single archive. One of the
exe-files should be used for learning and another one for testing. This software
simulates a network with either continuous or discrete inputs and with a
discrete output (outputs). Thus, it can be used for solving classifications
problems. It is important to say that it is especially efficient in solving
multiple-class classification problems where the number of classes is larger
The Winzip archive (1.5 Mb) should be downloaded
Many thanks to Dr. Dmitriy Paliy for his important contribution to the software
Rohan GPU-Accelerated Neural Network Simulator - Executable Files.
This software for Windows 7/Vista/XP operating systems requires NVIDIA chipsets of
FERMI revision or better with Compute Capability 2.1+. This application
also simulates a network with either continuous or discrete inputs, solves
multiple-class classifications, and approximates funtcional mappings, but utilizes parallel GPU
architecture and an improved backpropagation algorithm for superior performance.
Rohan remains under advancement by the original author as of Fall 2012, and support is available from email@example.com;
please put "ROHAN" in the subject.
Basic instructions for the operation of Rohan are HERE.
The Winzip archive (1.2 Mb) for the batch-driven simulator is available
A lightweight Visual Basic front-end GUI with file managment can be installed from HERE.