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Jung H. Lee
Researcher, N/A, Pacific Northwest National Laboratory
Researcher, N/A, Allen Institute for Brain Science
Joined
May 2021
Names
Jung H. Lee
(Preferred)
,
Jung Hoon Lee
Emails
****@gmail.com
(Confirmed)
,
****@grad.physics.sunysb.edu
,
****@bu.edu
,
****@alleninstitute.org
,
****@pnnl.gov
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
N/A,
Pacific Northwest National Laboratory
(pnnl.gov)
2020
–
Present
Researcher
N/A,
Allen Institute for Brain Science
(alleninstitute.org)
2014
–
Present
Postdoc
Department of Mathematics & Statistics,
Boston University
(bu.edu)
2010
–
2014
Postdoc
Dept. of Otorhinolaryngology,
University of Pennsylvania
(upenn.edu)
2009
–
2010
Postdoc
Department of Psychological and Brain Sciences,
Dartmouth College
(dartmouth.edu)
2008
–
2009
PhD student
Department of Physics and Astronomy ,
SUNY Stony Brook University
(sunysb.edu)
2001
–
2007
Advisors, Relations & Conflicts
Coworker
Stefan Mihalas
2014
–
2020
Coauthor
Stefan Mihalas
2014
–
2019
PhD Advisor
Nancy Kopell
2010
–
2014
Postdoc Advisor
Nancy Kopell
2010
–
2014
Postdoc Advisor
Yale E. Cohen
2008
–
2010
Postdoc Advisor
Yale Cohen
2008
–
2010
PhD Advisor
Konstantin Likharev
2003
–
2007
Postdoc Advisor
Konstantin Likharev
2003
–
2007
Expertise
Novel DL algorithms
2019
–
2021
inhibitory cell types and their functions in vision
2014
–
2020
brain rhythms and high-level cognition
2010
–
2014
neural correlates of auditory cognition
2008
–
2010
CMOL CrossNets
,
nanoelectronic neuromorphic hardware
2003
–
2007
Publications
Functional Subspace, where language models can use vector algebra to solve problems
Jung H. Lee
,
Sujith Vijayan
CTB@ICML 2026
Readers:
Everyone
Searching for internal symbols underlying deep learning
Jung H. Lee
,
Sujith Vijayan
CoRR 2024
Readers:
Everyone
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus
Cody Tipton
,
Elizabeth Coda
,
Davis Brown
,
Alyson Bittner
,
Jung H. Lee
,
Grayson Jorgenson
,
Tegan Emerson
,
Henry Kvinge
AI4Mat-2023 Poster
Readers:
Everyone
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus
Cody Tipton
,
Elizabeth Coda
,
Davis Brown
,
Alyson Bittner
,
Jung Lee
,
Grayson Jorgenson
,
Tegan Emerson
,
Henry Kvinge
NeurReps 2023 Poster
Readers:
Everyone
Top-Down Beta Rhythms Support Selective Attention via Interlaminar Interaction: A Model
Jung H. Lee
,
Nancy Kopell
,
Miles Whittington
16 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Editorial: Functional microcircuits in the brain and in artificial intelligent systems
Jung H. Lee
,
Yoonsuck Choe
,
Salva Ardid
,
Reza Abbasi-Asl
,
Michelle McCarthy
,
Brian Hu
Feb 2023 (modified: 17 Apr 2023)
Frontiers Comput. Neurosci. 2023
Readers:
Everyone
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus
Cody Tipton
,
Elizabeth Coda
,
Davis Brown
,
Alyson Bittner
,
Jung H. Lee
,
Grayson Jorgenson
,
Tegan Emerson
,
Henry Kvinge
CoRR 2023
Readers:
Everyone
Cortical circuit-based lossless neural integrator for perceptual decision-making: A computational modeling study
Jung Hoon Lee
,
Joji Tsunada
,
Sujith Vijayan
,
Yale E. Cohen
Published: 01 Jan 2022, Last Modified: 14 May 2023
Frontiers Comput. Neurosci. 2022
Readers:
Everyone
Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning
Henry Kvinge
,
Zachary New
,
Nico Courts
,
Jung H. Lee
,
Lauren Phillips
,
Court Corley
,
Aaron R Tuor
,
Andrew Avila
,
Nathan Oken Hodas
01 Oct 2021
OpenReview Archive Direct Upload
Readers:
Everyone
DL-based prediction of optimal actions of human experts
Jung H. Lee
,
Ryan S Butner
,
Elise Saxon
,
Nathan Oken Hodas
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
View all 31 publications
Co-Authors
Aaron R Tuor
Aaron Tuor
Alyson Bittner
Andrew Avila
Brian Hu
Christof Koch
Cody Tipton
Court Corley
Courtney D. Corley
Davis Brown
Elise Saxon
Elizabeth Coda
Elliott Skomski
Grayson Jorgenson
Henry Kvinge
Jessica Hibler
John Buckheit
Joji Tsunada
Konstantin K. Likharev
Konstantin Likharev
Lauren A. Phillips
Lauren Phillips
Mean-Hwan Kim
Michelle McCarthy
Miles A. Whittington
View all 44 co-authors