Publications
Research contributions to computational neuroscience and machine learning
Upcoming Publications
Computational Models of Cortical Microcircuits: A Deep Learning Approach
Akshay Gautam, Advisor Name, Collaborator Name
Neural Computation (In Preparation) • 2024
Developing deep learning models to understand the computational principles of cortical microcircuits.
Machine Learning for Neural Signal Decoding: A Comparative Study
Akshay Gautam, Co-author Name
Journal of Neural Engineering (Under Review) • 2024
Comprehensive comparison of modern machine learning techniques for decoding neural signals.
Conference Presentations
Neural Network Dynamics in Learning and Memory
Society for Neuroscience Annual Meeting
2024 • Chicago, IL
Poster PresentationComputational Approaches to Brain-Computer Interfaces
International Conference on Machine Learning
2024 • Vienna, Austria
Workshop PresentationResearch Impact
2
Papers in Preparation
2
Conference Presentations
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Future Collaborations