Articles with "neural subspaces" as a keyword



Coordinated representations for naturalistic memory encoding and retrieval in hippocampal neural subspaces

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Published in 2025 at "Nature Communications"

DOI: 10.1038/s41467-025-55833-x

Abstract: Our naturalistic experiences are organized into memories through multiple processes, including novelty encoding, memory formation, and retrieval. However, the neural mechanisms coordinating these processes remain elusive. Using fMRI data acquired during movie viewing and subsequent… read more here.

Keywords: memory encoding; memory; hippocampal neural; encoding retrieval ... See more keywords

Neural subspaces of imagined movements in parietal cortex remain stable over several years in humans

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Published in 2024 at "Journal of Neural Engineering"

DOI: 10.1088/1741-2552/ad6e19

Abstract: Objective. A crucial goal in brain–machine interfacing is the long-term stability of neural decoding performance, ideally without regular retraining. Long-term stability has only been previously demonstrated in non-human primate experiments and only in primary sensorimotor… read more here.

Keywords: term; long term; imagined movements; term stability ... See more keywords

Neural Subspaces for Light Fields.

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Published in 2022 at "IEEE transactions on visualization and computer graphics"

DOI: 10.1109/tvcg.2022.3224674

Abstract: We introduce a framework for compactly representing light field content with the novel concept of neural subspaces. While the recently proposed neural light field representation achieves great compression results by encoding a light field into… read more here.

Keywords: light field; neural subspaces; subspaces light; field ... See more keywords

Invariant neural subspaces maintained by feedback modulation.

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Published in 2022 at "eLife"

DOI: 10.7554/elife.76096

Abstract: Sensory systems reliably process incoming stimuli in spite of changes in context. Most recent models accredit this context invariance to an extraction of increasingly complex sensory features in hierarchical feedforward networks. Here, we study how… read more here.

Keywords: maintained feedback; neural subspaces; modulation; feedback modulation ... See more keywords