Search Results for author: Sen Cheng

Found 2 papers, 0 papers with code

A model of semantic completion in generative episodic memory

no code implementations26 Nov 2021 Zahra Fayyaz, Aya Altamimi, Sen Cheng, Laurenz Wiskott

We assume that attention selects some part of the index matrix while others are discarded, this then represents the gist of the episode and is stored as a memory trace.

Hippocampus

A Hippocampus Model for Online One-Shot Storage of Pattern Sequences

no code implementations30 May 2019 Jan Melchior, Mehdi Bayati, Amir Azizi, Sen Cheng, Laurenz Wiskott

To our knowledge this is the first model of the hippocampus that allows to store correlated pattern sequences online in a one-shot fashion without a consolidation process, which can instantaneously be recalled later.

Hippocampus One-Shot Learning

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