NDLI: Model-based noise reduction for single trial evoked potentials

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Discriminative mining of gene microarray data

A local weighting method to the integration of neural network and case based reasoning

Stochastic on-line algorithm versus batch algorithm for quantization and self organizing maps

Learning metrics for exploratory data analysis

A normalised backpropagation learning algorithm for multilayer feed-forward neural adaptive filters

A comparison between recurrent neural architectures for real-time nonlinear prediction of speech signals

Competitive chaotic AR(1) model estimation

HMMs for both labeled and unlabeled time series data

Adaptive error-constrained backpropagation algorithm

An on-line method for segmentation and identification of non-stationary time series

Convergence analysis of the information potential criterion in Adaline training

Improvement of EM algorithm by means of non-extensive statistical mechanics

The effects of quantization on high order function neural networks

Simple unit-pruning with gain-changing training

Bayesian on-line learning: a sequential Monte Carlo with importance resampling

Enhancement of Hopfield neural networks using stochastic noise processes

Unbiased support vector classifiers

Directed random search for multiple layer perceptron training

Approximation by fully complex MLP using elementary transcendental activation functions

Hierarchical density-based clustering of shapes

Adaptive least error rate algorithm for neural network classifiers

Automatic feature extraction from wavelet coefficients using genetic algorithms

Approximate maximum entropy learning for classification: comparison with other methods

An analysis-synthesis loop model using kernel method

An RLS type algorithm for generalized eigendecomposition

Geometric source separation: merging convolutive source separation with geometric beamforming

A new independent component analysis (ICA) method and its application to SAR images

Unsupervised learning for source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients

The coherence function in blind source separation of convolutive mixtures of non-stationary signals

A conventional auto-associative neural network separates blind sources without adding intentional algorithms other than pruning

Blind separation of acoustical mixtures without time-domain deconvolution or decorrelation

Mean square error analyses of adaptive blind source separation algorithms

An associative memory approach to blind signal recovery for SIMO/MIMO systems

Intelligent image analysis using adaptive resource-allocating network

Face recognition using feature optimization and /spl nu/-support vector learning

Dynamical properties of image restoration and hyper-parameter estimation

Color image enhancement using evolutionary principles and the Retinex theory of color constancy

Lossy image compression using a modular structured neural network

Non-rigid image registration by neural computations

Minimizing BER in DFE's with the Adatron algorithm

ANFIS for parameter estimation in coherent communications phase synchronization

Nonlinear channel equalization using multilayer perceptrons with information-theoretic criterion

Regression-based index assignment algorithms

Improvement of a speaker authentication system through MLP's post-processing

Ideal GMM parameters & posterior log likelihood for speaker verification

Support vector domain description for speaker recognition

Imputating missing values in diary records of sun-exposure study

Model-based noise reduction for single trial evoked potentials

Independent component analysis applied to fMRI data: a generative model for validating results

A neural network approach to ECT data inversion for materials quality evaluation

Research on number-plate recognition based on neural networks

Radar ESM with a what-and-where fusion neural network

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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