Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example.

Yuhan Helena Liu Yuhan Helena Liu Guangyu Robert Yang Christopher J. Cueva Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example. 2025 ICML https://proceedings.mlr.press/v267/liu25cl.html https://openreview.net/forum?id=o877aFqlvK conf/icml/2025 db/conf/icml/icml2025.html#LiuYC25

Yuhan Helena Liu Guangyu Robert Yang Christopher J. Cueva Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example. 2025 June abs/2506.06904 CoRR https://doi.org/10.48550/arXiv.2506.06904 db/journals/corr/corr2506.html#abs-2506-06904 streams/journals/corr

Yuhan Helena Liu Victor Geadah Jonathan W. Pillow Flexible inference of learning rules from de novo learning data using neural networks. 2025 September abs/2509.04661 CoRR https://doi.org/10.48550/arXiv.2509.04661 db/journals/corr/corr2509.html#abs-2509-04661 streams/journals/corr

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. 2024 ICLR https://openreview.net/forum?id=slSmYGc8ee conf/iclr/2024 db/conf/iclr/iclr2024.html#LiuBCMSL24

Weixuan Liu Xinyue Zhang Yuhan Helena Liu How Initial Connectivity Shapes Biologically Plausible Learning in Recurrent Neural Networks. 2024 abs/2410.11164 CoRR https://doi.org/10.48550/arXiv.2410.11164 db/journals/corr/corr2410.html#abs-2410-11164 streams/journals/corr

Arna Ghosh Yuhan Helena Liu Guillaume Lajoie Konrad P. Körding Blake Aaron Richards How gradient estimator variance and bias impact learning in neural networks. 2023 ICLR https://openreview.net/forum?id=EBC60mxBwyw conf/iclr/2023 db/conf/iclr/iclr2023.html#GhoshLLKR23

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. 2023 abs/2310.08513 CoRR https://doi.org/10.48550/arXiv.2310.08513 db/journals/corr/corr2310.html#abs-2310-08513

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. 2023 abs/2311.10869 CoRR https://doi.org/10.48550/arXiv.2311.10869 db/journals/corr/corr2311.html#abs-2311-10869

Yuhan Helena Liu Arna Ghosh Blake A. Richards Eric Shea-Brown Guillaume Lajoie Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/9226f8122feb9c229c1efd9270ce7021-Abstract-Conference.html db/conf/nips/neurips2022.html#LiuGRSL22 Yuhan Helena Liu Stephen Smith Stefan Mihalas Eric Shea-Brown Uygar Sümbül Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/6fca3ed3c54ffeae947ae668a0841ab2-Abstract-Conference.html db/conf/nips/neurips2022.html#LiuSMSS22

Yuhan Helena Liu Stephen Smith Stefan Mihalas Eric Shea-Brown Uygar Sümbül Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. 2022 abs/2206.01338 CoRR https://doi.org/10.48550/arXiv.2206.01338 db/journals/corr/corr2206.html#abs-2206-01338

Yuhan Helena Liu Si-Hyeon Lee Ashish Khisti Information-Theoretic Privacy in Smart Metering Systems Using Cascaded Rechargeable Batteries. 314-318 2017 24 IEEE Signal Process. Lett. 3 https://doi.org/10.1109/LSP.2017.2656385 db/journals/spl/spl24.html#LiuLK17

Aristide Baratin Jonathan Cornford Christopher J. Cueva Victor Geadah Arna Ghosh James Hazelden Ashish Khisti Konrad P. KordingKonrad P. Körding Guillaume Lajoie Si-Hyeon Lee Weixuan Liu Stefan Mihalas Jonathan W. Pillow Blake A. RichardsBlake Aaron Richards Eric Shea-Brown Eli Shlizerman Stephen Smith Uygar Sümbül Guangyu R. YangGuangyu Robert Yang Xinyue Zhang