Multimodal Deep Sparse Subspace Clustering for Multiple Stimuli-based Cognitive task

• Published in: International Conference on Pattern Recognition pp. 1098 - 1104
• Main Authors: Das Chakladar, Debashis, Samanta, Debasis, Pratim Roy, Partha
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.08.2022
• Subjects: Brain modeling; Clustering methods; Electroencephalography; Feature extraction; Representation learning; Transforms; Visualization

Cognitive state assessment can be effectively performed using Electroencephalogram (EEG). However, due to the curse of dimensionality issues of EEG, most of the clustering methods often lead to poor performance. Deep neural network-based representation learning transforms high-dimensional data into...