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Two Routes to Scalable Credit Assignment without Weight Symmetry

D. Kunin, A. Nayebi, J. Sagastuy-Brena, S. Ganguli, J. Bloom, and D. Yamins. (2020)cite arxiv:2003.01513Comment: 19 pages including supplementary information, 10 figures.

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Indranil Ganguli

Arnab Ganguli

Gusti Ngurah Agung Suryaputra

Surya Hermawan

Djoenaidy Suryatanto

Other publications of authors with the same name

An analytic theory of generalization dynamics and transfer learning in deep linear networks.A. Lampinen, and S. Ganguli. ICLR (Poster), OpenReview.net, (2019)MetaMorph: Learning Universal Controllers with Transformers.A. Gupta, L. Fan, S. Ganguli, and L. Fei-Fei. ICLR, OpenReview.net, (2022)Predictive coding in balanced neural networks with noise, chaos and delays.J. Kadmon, J. Timcheck, and S. Ganguli. NeurIPS, (2020)Two Routes to Scalable Credit Assignment without Weight Symmetry.D. Kunin, A. Nayebi, J. Sagastuy-Breña, S. Ganguli, J. Bloom, and D. Yamins. ICML, volume 119 of Proceedings of Machine Learning Research, page 5511-5521. PMLR, (2020)Exact solutions to the nonlinear dynamics of learning in deep linear neural networks.A. Saxe, J. McClelland, and S. Ganguli. ICLR, (2014)Geometric Dynamics of Signal Propagation Predict Trainability of Transformers.A. Cowsik, T. Nebabu, X. Qi, and S. Ganguli. CoRR, (2024)Holistic Evaluation of Language Models.P. Liang, R. Bommasani, T. Lee, D. Tsipras, D. Soylu, M. Yasunaga, Y. Zhang, D. Narayanan, Y. Wu, A. Kumar and 40 other author(s). Trans. Mach. Learn. Res., (2023)RNNs can generate bounded hierarchical languages with optimal memory.J. Hewitt, M. Hahn, S. Ganguli, P. Liang, and C. Manning. EMNLP (1), page 1978-2010. Association for Computational Linguistics, (2020)Emergent properties of the local geometry of neural loss landscapesS. Fort, and S. Ganguli. (2019)cite arxiv:1910.05929Comment: 10 pages, 8 figures.Fundamental bounds on the fidelity of sensory cortical coding.O. Rumyantsev, J. Lecoq, O. Hernandez, Y. Zhang, J. Savall, R. Chrapkiewicz, J. Li, H. Zeng, S. Ganguli, and M. Schnitzer. Nat., 580 (7801): 100-105 (2020)

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Disambiguation of "Ganguli, Surya"

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Two Routes to Scalable Credit Assignment without Weight Symmetry

Please choose a person to relate this publication to

Indranil Ganguli

Arnab Ganguli

Gusti Ngurah Agung Suryaputra

Surya Hermawan

Djoenaidy Suryatanto

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Ganguli, Surya"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Two Routes to Scalable Credit Assignment without Weight Symmetry

Please choose a person to relate this publication to

Indranil Ganguli

Arnab Ganguli

Gusti Ngurah Agung Suryaputra

Surya Hermawan

Djoenaidy Suryatanto

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Two Routes to Scalable Credit Assignment without Weight Symmetry