Search Results for author: Mahak Kothari

Found 4 papers, 1 papers with code

Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field

no code implementations24 Oct 2021 Mahak Kothari, Shreyansh Joshi, Adarsh Nandanwar, Aadetya Jaiswal, Veeky Baths

In this paper, we focus on this very problem of estimating a person's auditory attention level based on their brain's electrical activity captured using 14-channeled EEG signals.

EEG Time Series +1

Deep Neural Networks on EEG signals to predict Attention Score using Gramian Angular Difference Field

no code implementations29 Sep 2021 Mahak Kothari, Shreyansh Joshi, Adarsh Nandanwar, Veeky Baths

In this paper, we focus on this very problem of estimating a person's auditory attention level based on their brain's electrical activity captured using 14-channeled EEG signals.

EEG Time Series Analysis

Bayesian Optimisation for a Biologically Inspired Population Neural Network

no code implementations13 Apr 2021 Mahak Kothari, Swapna Sasi, Jun Chen, Elham Zareian, Basabdatta Sen Bhattacharya

The 8-dimensional optimal hyper-parameter combination should be such that the network dynamics simulate the resting state alpha rhythm (8 - 13 Hz rhythms in brain signals).

Bayesian Optimisation Time Series +1

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