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Research interests
Our group studies learning and memory from computational, algorithmic/representational and neurobiological viewpoints. We also maintain an active interest in the possible computational functions of neural oscillations, particularly those present in the hippocampus and neocortex.
Computationally and algorithmically, we use ideas from Bayesian approaches to statistical inference and reinforcement learning to characterize the goals and mechanisms of learning in terms of normative principles and behavioural results. We also perform dynamical systems analyses of reduced biophysical models to understand the mapping of these mechanisms into cellular and network models.
We collaborate very closely with experimental neuroscience groups, doing in vitro intracellular recordings, multi-unit recordings in behaving animals, and human psychophysical and fMRI experiments.
Our group studies learning and memory from computational, algorithmic/representational and neurobiological viewpoints. We also maintain an active interest in the possible computational functions of neural oscillations, particularly those present in the hippocampus and neocortex.
Computationally and algorithmically, we use ideas from Bayesian approaches to statistical inference and reinforcement learning to characterize the goals and mechanisms of learning in terms of normative principles and behavioural results. We also perform dynamical systems analyses of reduced biophysical models to understand the mapping of these mechanisms into cellular and network models.
We collaborate very closely with experimental neuroscience groups, doing in vitro intracellular recordings, multi-unit recordings in behaving animals, and human psychophysical and fMRI experiments.
研究兴趣
论文共 160 篇作者统计合作学者相似作者
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Trends in Cognitive Sciences (2024)
Jake P. Stroud,Michał Wójcik, Kristopher T. Jensen,Makoto Kusunoki, Mikiko Kadohisa,Mark J. Buckley,John Duncan,Mark G. Stokes,Máté Lengyel
crossref(2024)
The Journal of physiologyno. 9 (2024): 1919-1919
Nature Reviews Neuroscienceno. 4 (2024): 237-252
JOURNAL OF PHYSIOLOGY-LONDON (2024)
biorxiv(2023)
Journal of Visionno. 9 (2023): 5347-5347
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bioRxiv (Cold Spring Harbor Laboratory) (2023)
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