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Yuhan Helena Liu
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 8
Top Topics
Backpropagation Algorithm
Credit Assignment
Feedforward Neural Networks
Backpropagation Neural Networks
Top Venues
CoRR
NeurIPS
IEEE Signal Process. Lett.
ICLR
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Publications
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Arna Ghosh
,
Yuhan Helena Liu
,
Guillaume Lajoie
,
Konrad P. Körding
,
Blake Aaron Richards
How gradient estimator variance and bias impact learning in neural networks.
ICLR
(2023)
James Hazelden
,
Yuhan Helena Liu
,
Eli Shlizerman
,
Eric Shea-Brown
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs.
CoRR
(2023)
Yuhan Helena Liu
,
Aristide Baratin
,
Jonathan Cornford
,
Stefan Mihalas
,
Eric Shea-Brown
,
Guillaume Lajoie
How connectivity structure shapes rich and lazy learning in neural circuits.
CoRR
(2023)
Yuhan Helena Liu
,
Arna Ghosh
,
Blake A. Richards
,
Eric Shea-Brown
,
Guillaume Lajoie
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules.
CoRR
(2022)
Yuhan Helena Liu
,
Arna Ghosh
,
Blake A. Richards
,
Eric Shea-Brown
,
Guillaume Lajoie
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules.
NeurIPS
(2022)
Yuhan Helena Liu
,
Stephen Smith
,
Stefan Mihalas
,
Eric Shea-Brown
,
Uygar Sümbül
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators.
CoRR
(2022)
Yuhan Helena Liu
,
Stephen Smith
,
Stefan Mihalas
,
Eric Shea-Brown
,
Uygar Sümbül
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators.
NeurIPS
(2022)
Yuhan Helena Liu
,
Si-Hyeon Lee
,
Ashish Khisti
Information-Theoretic Privacy in Smart Metering Systems Using Cascaded Rechargeable Batteries.
IEEE Signal Process. Lett.
24 (3) (2017)