Author

Piotr J. Franaszczuk

Johns Hopkins UniversityORCID 0000-0002-5166-4224Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:statistical model· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

Christopher Earl· 1 shared David L. Boothe· 1 shared Gözde Ünal· 1 shared Hananel HazaniD· 1 shared Haroon AnwariD· 1 shared Samuel A. NeymotiniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Christopher Earl

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 10, 2026

Evidence-Gated Plasticity and Context-Dependent Consolidation for Multi-Goal Learning in Spiking Neural Networks

Samuel A. Neymotin, Hananel Hazan, Gözde Ünal…·David L. Boothe

This paper introduces evidence-gated plasticity (EGP) and its target-context extension to improve multi-goal learning in spiking neural networks, showing enhanced reward acquisition and target-contact success.

DOI 10.64898/2026.06.25.734613

deep learningstatistical model

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