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Shoutik Mukherjee

2 accepted papers

2024

Reinforcement Learning-Guided Optogenetic Stimulation Policies for Robust Functional Network Discovery

ICASSP 2024accepted

Optogenetic stimulation has opened up a new avenue to probe neuronal circuitry at high spatiotemporal resolutions. A key challenge in optogenetic stimulation is deciding which subset out of thousands of neurons should be stimulated to elicit a desired network activation or affect behavior. In this w…

Cited by 0SourceScholar
2021

Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit

NeurIPS 2021poster

Coordinated ensemble spiking activity is widely observable in neural recordings and central in the study of population codes, with hypothesized roles including robust stimulus representation, interareal communication of neural information, and learning and memory formation. Model-free measures of sy…

Cited by 4SourcePDFScholar