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Larry Abbott
Full Professor, Columbia University
Joined
July 2019
Names
Larry Abbott
(Preferred)
,
Laurence Abbott
,
L.F. Abbott
,
L. F. Abbott
Emails
****@columbia.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
Columbia University
(columbia.edu)
2005
–
Present
Advisors, Relations & Conflicts
PhD Advisee
Brian DePasquale
2021
–
2024
Coauthor
David Sussillo
2021
–
2024
Coauthor
Alessandro Ingrosso
2021
–
2024
Coauthor
Peter Wang
2020
–
2023
Coauthor
James Murray
2020
–
2023
Coauthor
Vivek Jayaraman
2019
–
2022
Coauthor
Ann M. Hermundstad
2019
–
2022
Coauthor
Sandro Romani
2019
–
2022
Expertise
Computational Neuroscience
Present
Publications
Analyzing and Improving Surrogate Gradient Training in Binary Neural Networks Using Dynamical Systems Theory
Rainer Engelken
,
Larry Abbott
Differentiable Almost Everything
Readers:
Everyone
Flexible neural control of motor units
Elom Amematsro
,
Larry Abbott
,
Mark M Churchland
,
Eric M Trautmann
,
Joshua I Glaser
,
John Patrick Cunningham
,
Michael Shadlen
,
Najja Marshall
09 Oct 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Memorization and consolidation in associative memory networks
Danil Tyulmankov
,
Kim Stachenfeld
,
Dmitry Krotov
,
Larry Abbott
AMHN23 Poster
Readers:
Everyone
Meta-learning synaptic plasticity and memory addressing for continual familiarity detection
Danil Tyulmankov
,
Guangyu Robert Yang
,
Larry Abbott
03 Jan 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Theory of coupled neuronal-synaptic dynamics
David G. Clark
,
L. F. Abbott
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Neural learning rules for generating flexible predictions and computing the successor representation
Ching Fang
,
Dmitriy Aronov
,
Larry Abbott
,
Emily L Mackevicius
28 May 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Input correlations impede suppression of chaos and learning in balanced rate networks
Rainer Engelken
,
Alessandro Ingrosso
,
Ramin Khajeh
,
Sven Goedeke
,
L. F. Abbott
2022 (modified: 14 Apr 2023)
CoRR 2022
Readers:
Everyone
Dimension of Activity in Random Neural Networks
David G. Clark
,
L. F. Abbott
,
Ashok Litwin-Kumar
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
The Implicit Bias of Gradient Descent on Generalized Gated Linear Networks
Samuel Lippl
,
L. F. Abbott
,
SueYeon Chung
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Sparse balance: Excitatory-inhibitory networks with small bias currents and broadly distributed synaptic weights
Ramin Khajeh
,
Francesco Fumarola
,
L. F. Abbott
Published: 01 Jan 2022, Last Modified: 12 May 2023
PLoS Comput. Biol. 2022
Readers:
Everyone
View all 51 publications
Co-Authors
Alessandro Ingrosso
Ashok Litwin-Kumar
Baktash Babadi
Barry Berk
Brian DePasquale
Carl Vanvreeswijk
Carl Vreeswijk
Chethan Pandarinath
Ching Fang
Christian D. Swinehart
Christopher J. Cueva
Clifton C. Rumsey
Cristina Soto-Treviño
Danil Tyulmankov
David G Clark
David G. Clark
David Sussillo
Dmitriy Aronov
Dmitry Krotov
Edward Farhi
Eilon Vaadia
Elom Amematsro
Emilio Salinas
Emily L Mackevicius
Eric M Trautmann
View all 72 co-authors