A New Method to Improve Automated Classification of Heart Sound Signals: Filter Bank Learning in Convolutional Neural Networks

by Seyed Vahab Shojaedini, Sajedeh Morabbi
Published 2020-09-01

Sparse Representation-Based Classification (SRC): A Novel Method to Improve the Performance of Convolutional Neural Networks in Detecting P300 Signals

by Seyed Vahab Shojaedini, Sajedeh Morabbi
Published 2019-04-01

A new method for detecting P300 signals by using deep learning: Hyperparameter tuning in high-dimensional space by minimizing nonconvex error function

by Seyed Vahab Shojaedini, Sajedeh Morabbi, MohammadReza Keyvanpour
Published 2018-01-01

A New Method to Improve the Performance of Deep Neural Networks in Detecting P300 Signals: Optimizing Curvature of Error Surface Using Genetic Algorithm

by Seyed Vahab Shojaedini, Sajedeh Morabbi, Mohamad Reza Keyvanpour
Published 2021-06-01