Author

Hui Song

Google DeepMind (United Kingdom)ORCID 0000-0002-3935-1866Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Guangyu Robert YangiD· 2 shared Xiao‐Jing WangiD· 2 shared David J. FreedmaniD· 1 shared Nicolas Y. MasseiD· 1 shared William T. NewsomeiD· 1 shared

Activity by Year

2017-2019 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersNeuroscience

Guangyu Robert YangORCID

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2 papers

Recent·Most cited

NeuroscienceNature NeurosciencePeer-reviewedJun 10, 2019

Circuit mechanisms for the maintenance and manipulation of information in working memory

Nicolas Y. Masse, Guangyu Robert Yang, Hui Song…·David J. Freedman

This study uses RNN models to show that short-term plasticity supports memory maintenance for short delays, while persistent activity emerges for information manipulation tasks.

214 citationstop 1%

statistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintSep 1, 2017

Clustering and compositionality of task representations in a neural network trained to perform many cognitive tasks

Guangyu Robert Yang, Hui Song, William T. Newsome, Xiao‐Jing Wang

This study trains a neural network to perform 20 cognitive tasks and finds that it develops functionally specialized clusters and compositional task representations.

13 citations

machine learning (classical)benchmarking

𝕏 PostBluesky