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List of works by Jacek M. Zurada

A Novel Pruning Algorithm for Smoothing Feedforward Neural Networks Based on Group Lasso Method.

scientific article

Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data.

scientific article published on 26 September 2017

Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints ⬇️

scientific article

Nonredundant sparse feature extraction using autoencoders with receptive fields clustering.

scientific article published on 6 May 2017

Regularizing Deep Neural Networks by Enhancing Diversity in Feature Extraction

scientific article published on 07 January 2019

The convergence analysis of SpikeProp algorithm with smoothing L1∕2 regularization.

scientific article published on 16 March 2018

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