Author

Thomas Walther

Ruhr University Bochum

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Biology Disciplines

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Neuroscience· 1

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Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Denise Manahan‐VaughaniD· 1 shared José R. DonosoiD· 1 shared Laurenz WiskottiD· 1 shared Nicolas DiekmanniD· 1 shared Sandhiya VijayabaskaraniD· 1 shared Sen ChengiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Denise Manahan‐VaughanORCID

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1 paper

Recent·Most cited

Context-dependent extinction learning emerging from raw sensory inputs: A reinforcement learning approach

Thomas Walther, Nicolas Diekmann, Sandhiya Vijayabaskaran, José R. Donoso, Denise Manahan‐Vaughan, Laurenz Wiskott, Sen Cheng

This study develops a reinforcement learning model that learns context-dependent extinction behavior from raw visual inputs, showing that context dependence can emerge without explicit context representation.

Scientific Reports · Feb 1, 2021Peer-reviewedNeuroscience