Search Results for author: Wasifa Jamal

Found 4 papers, 0 papers with code

Artifact reduction in multichannel pervasive EEG using hybrid WPT-ICA and WPT-EMD signal decomposition techniques

no code implementations20 Oct 2014 Valentina Bono, Wasifa Jamal, Saptarshi Das, Koushik Maharatna

In order to reduce the muscle artifacts in multi-channel pervasive Electroencephalogram (EEG) signals, we here propose and compare two hybrid algorithms by combining the concept of wavelet packet transform (WPT), empirical mode decomposition (EMD) and Independent Component Analysis (ICA).

EEG

Classification of Autism Spectrum Disorder Using Supervised Learning of Brain Connectivity Measures Extracted from Synchrostates

no code implementations20 Oct 2014 Wasifa Jamal, Saptarshi Das, Ioana-Anastasia Oprescu, Koushik Maharatna, Fabio Apicella, Federico Sicca

The minimal and maximally occurring synchrostates for each subject are chosen for extraction of brain connectivity features, which are used for classification between these two groups of subjects.

Classification EEG +2

Prediction of Synchrostate Transitions in EEG Signals Using Markov Chain Models

no code implementations20 Oct 2014 Wasifa Jamal, Saptarshi Das, Ioana-Anastasia Oprescu, Koushik Maharatna

This paper proposes a stochastic model using the concept of Markov chains for the inter-state transitions of the millisecond order quasi-stable phase synchronized patterns or synchrostates, found in multi-channel Electroencephalogram (EEG) signals.

EEG

Cannot find the paper you are looking for? You can Submit a new open access paper.