Dipti Deodhare, Nnr Ranga, Suri R. Amit
A Form-based Intelligent Character Recognition (ICR) System for handwritten forms, besides others, includes functional components for form registration, character image extraction and character image...
Feature selection in MLPs and SVMs based on maximum output information (2004)
Vikas Sindhwani, Subrata Rakshit, Dipti Deodhare, Deniz Erdogmus, Jose Principe, Partha Niyogi
Abstract — We present feature selection algorithms for multilayer
Parallel Levenberg-Marquardt-based Neural Network Training on Linux Cluster – A Case Study (2002)
Dipti Deodhare, P. Nagabhushan
This paper addresses the problem of pattern classification using neural networks. Applying neural network classifiers for classifying a large volume of high dimensional data is a difficult task as...
Synthesis of Fault-Tolerant Feedforward Neural Networks Using Minimax Optimization (1998)
Deodhare, Dipti, Vidyasagar, M, Keerthi, Sathiya S
In this paper we examine a technique by which fault tolerance can be embedded into a feedforward network leading to a network tolerant to the loss of a node and its associated weights. The fault...
Synthesis of Fault-Tolerant Feedforward Neural Networks Using Minimax Optimization (1998)
Deodhare, Dipti, Vidyasagar, M, Keerthi, Sathiya S
In this paper we examine a technique by which fault tolerance can be embedded into a feedforward network leading to a network tolerant to the loss of a node and its associated weights. The fault...