Work

Graph rules for recurrent neural network dynamics: extended version

Year: 2023

Type: preprint

Abstract: This is an extended version of our survey article, "Graph rules for recurrent neural network dynamics," to appear in the April 2023 edition of the Notices of the AMS. It includes additional results, derivations, figures, references, and a set of open questions.

Source: PubMed

DOI: 10.48550/arxiv.2301.12638

Authors: Curto, Carina, Morrison, Katherine

Institutions: Pennsylvania State University, University of Northern Colorado

Language: English

Topic: Neural Networks and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, National Institutes of Health, National Institute of Neurological Disorders and Stroke, National Institute of Biomedical Imaging and Bioengineering

Awards: G1235099019, Emergent dynamics from network connectivity: a minimal model, Collaborative Research: Emergent Sequences in Inhibition-Dominated Recurrent Networks, Collaborative Research: Emergent Sequences in Inhibition-Dominated Recurrent Networks, CRCNS: Circuit dynamics in zebrafish larvae: mechanisms, modulation, and mathematical modeling of network topology and attractor dynamics

OpenAlex ID: W4318718970

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