Piecewise Linear Approach: a New Approach in Automatic Target Recognition (2009)
Automatic Target Recognition (ATR) of moving targets has recently received increased interest. High Range Resolution (HRR) radar mode provides a promising approach which relies on processing...
A SELF ORGANIZED CLASSIFIER BASED ON MAXIMUM INFORMATION INDEX AND ITS DEVELOPMENT USING VHDL (2009)
An entropy-based self organized learning algorithm is presented for classifier design. The method, which is based on ideas from information theory, maximizes the information index during feed forward...
Reconfigurable Self-Organizing NN Design Using Virtex FPGA (2009)
Abstract In this paper, a self-organizing neural network model with entropy-based evaluator called EBE is proposed. An FPGA based design that implements the EBE model is presented. The PCI bus...
Analog Circuits for Self-Organizing Neural Networks Based on Mutual Information (2009)
Abstract – A new self-organizing neural network concept based on mutual information is described in this paper. Comparing to conventional neural network structures, this organization greatly...
Reduct Generation in Information Systems (2008)
Janusz Starzyk, Dale E. Nelson, Kirk Sturtz
Abstract – When data sets are analyzed, statistical pattern recognition is often used to find the information hidden in the data. Another approach to information discovery is data mining. Data...
Software simulation of a self-organizing learning array system (2002)
A neural network paradigm named Self-Organizing Learning Array system has been simulated in software. Hardware implementation limitations are considered in this simulation. Simulation is performed...
An Entropy-based Learning Hardware Organization Using FPGA (2001)
Abstract In this paper, a neural network model with entropy-based evaluator called EBE is proposed. An FPGA based design that implements the EBE model is presented. The PCI bus interface including...