Sichao HePeking University | PKU · School of Psychological and Cognitive Sciences
Sichao He
Bachelor of Engineering
About
3
Publications
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Introduction
Skills and Expertise
Additional affiliations
July 2022 - September 2022
Education
September 2024 - June 2029
September 2020 - June 2024
Publications
Publications (3)
Artificial intelligence (AI) is revolutionizing scientific research across various disciplines. The foundation of scientific research lies in rigorous scientific computing based on standardized physical units. However, current mainstream high-performance numerical computing libraries for AI generally lack native support for physical units, signific...
We present a multi-scale differentiable brain modeling workflow utilizing BrainPy, a unique differentiable brain simulator that combines accurate brain simulation with powerful gradient-based optimization. We leverage this capability of BrainPy across different brain scales. At the single-neuron level, we implement differentiable neuron models and...
Elucidating the intricate neural mechanisms underlying brain functions requires integrative brain dynamics modeling. To facilitate this process, it is crucial to develop a general-purpose programming framework that allows users to freely define neural models across multiple scales, efficiently simulate, train, and analyze model dynamics, and conven...