Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models

no code implementations • 19 Jun 2023 • Holly Wilson, Scott Wellington, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Eriksson, Oliver Watts, Xi Chen, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe

Decoding inner speech from the brain signal via hybridisation of fMRI and EEG data is explored to investigate the performance benefits over unimodal models.

EEG Feature Engineering

Role of Class-specific Features in Various Classification Frameworks for Human Epithelial (HEp-2) Cell Images

no code implementations • 30 Oct 2018 • Vibha Gupta, Arnav Bhavsar

We believe that defining features with a good visual interpretation, is indeed important in a scenario, where such an approach is used in an interactive CAD system for pathologists.

General Classification