基本信息
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个人简介
I study principles of learning in the brain and mind. The interactions of billions of neurons ultimately give rise to our thoughts and actions. Remarkably, much of our behavior is learned starting in infancy and continuing throughout our lifespan. Understanding how learning at the level of behavior is linked to changes at the level of neurons and synapses is a key challenge for theory.
My lab aims to develop a mathematical toolkit suitable for analyzing and describing learning in complex multi-regional brain networks. Our current focus is on the theory of deep learning, a class of artificial neural network models that take inspiration from the brain.
Alongside this theoretical work, we develop close collaborations with experimentalists to test principles of learning in biological organisms.
My lab aims to develop a mathematical toolkit suitable for analyzing and describing learning in complex multi-regional brain networks. Our current focus is on the theory of deep learning, a class of artificial neural network models that take inspiration from the brain.
Alongside this theoretical work, we develop close collaborations with experimentalists to test principles of learning in biological organisms.
研究兴趣
论文共 84 篇作者统计合作学者相似作者
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ArXiv (2024)
ICML 2024 (2024)
引用33浏览0引用
33
0
CoRR (2024)
引用0浏览0EI引用
0
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Clémentine C. J. Dominé, Rodrigo Carrasco-Davis, Luke Hollingsworth,Nikoloz Sirmpilatze,Adam L. Tyson,Devon Jarvis,Caswell Barry,Andrew M. Saxe
biorxiv(2024)
ICML 2024 (2024)
引用0浏览0EI引用
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0
arxiv(2024)
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作者统计
#Papers: 84
#Citation: 6956
H-Index: 24
G-Index: 53
Sociability: 5
Diversity: 2
Activity: 135
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