Ritwik K. Niyogi
AI scientist focused on neural circuits, mental health, and GenAI
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1.7K connectionsSummary
Work
Education
Projects
Writing
How to Distribute Data across Tasks for Meta-Learning?
January 1, 2022Paper (AAAI) studying optimal allocation of labels/data across tasks for meta-learning, with theoretical results and empirical validation on few-shot image classification benchmarks.
Opportunity cost determines free-operant action initiation latency and predicts apathy
January 1, 2021Research article (Psychological Medicine) investigating how opportunity cost influences action initiation latencies and its relationship to apathy.
Some work and some play: microscopic and macroscopic approaches to labor and leisure
January 1, 2014PLoS Computational Biology paper exploring normative microscopic and macroscopic models of labour and leisure tradeoffs.
Dynamic Excitatory and Inhibitory Gain Modulation Can Produce Flexible, Robust and Optimal Decision-making
January 1, 2013Computational neuroscience paper presenting a biologically based cortical microcircuit model that incorporates time-varying excitatory and inhibitory gain modulation to explain neuronal firing dynamics and decision-making behavior.
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