I am interested in the field of Computational Cognitive Neuroscience. I use various mathematical models and machine learning algorithms to investigate brain functions of complex cognitive processes.
Publications:
Chatterjee, Avishek, Satyaki Mazumder, and Koel Das. "Functional classwise principal component analysis: a classification framework for functional data analysis." Data Mining and Knowledge Discovery 37.2 (2023): 552-594. https://link.springer.com/article/10.1007/s10618-022-00898-1
Chatterjee, Avishek, Satyaki Mazumder, and Koel Das. "Reversing food preference through multisensory exposure." PloS one 18.7 (2023): e0288695. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0288695