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Journal Articles
- 2018
[j4]Niru Maheswaranathan
, David B. Kastner, Stephen A. Baccus, Surya Ganguli:
Inferring hidden structure in multilayered neural circuits. PLoS Comput. Biol. 14(8) (2018)- [j3]Yusuf Ozuysal, David B. Kastner, Stephen A. Baccus:
Adaptive feature detection from differential processing in parallel retinal pathways. PLoS Comput. Biol. 14(11) (2018) - 2017
- [j2]Benjamin Naecker, Niru Maheswaranathan, Surya Ganguli, Stephen Baccus:
Pyret: A Python package for analysis of neurophysiology data. J. Open Source Softw. 2(9): 137 (2017) - 2007
- [j1]Alon Asher, William A. Segal, Stephen A. Baccus, Leonid P. Yaroslavsky, Daniel V. Palanker:
Image Processing for a High-Resolution Optoelectronic Retinal Prosthesis. IEEE Trans. Biomed. Eng. 54(6): 993-1004 (2007)
Conference and Workshop Papers
- 2023
- [c9]Michael Poli, Stefano Massaroli, Eric Nguyen, Daniel Y. Fu, Tri Dao, Stephen Baccus, Yoshua Bengio, Stefano Ermon, Christopher Ré:
Hyena Hierarchy: Towards Larger Convolutional Language Models. ICML 2023: 28043-28078 - [c8]Xuehao Ding, Dongsoo Lee, Joshua Melander, George Sivulka, Surya Ganguli, Stephen Baccus:
Information Geometry of the Retinal Representation Manifold. NeurIPS 2023 - [c7]Eric Nguyen, Michael Poli, Marjan Faizi, Armin W. Thomas, Michael Wornow, Callum Birch-Sykes, Stefano Massaroli, Aman Patel, Clayton M. Rabideau, Yoshua Bengio, Stefano Ermon, Christopher Ré, Stephen Baccus:
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution. NeurIPS 2023 - 2022
- [c6]Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen Baccus, Christopher Ré:
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces. NeurIPS 2022 - 2021
- [c5]Xuehao Ding, Dongsoo Lee, Satchel Grant, Heike Stein, Lane McIntosh, Niru Maheswaranathan, Stephen Baccus:
A mechanistically interpretable model of the retinal neural code for natural scenes with multiscale adaptive dynamics. ACSCC 2021: 287-291 - 2019
- [c4]Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen Baccus, Surya Ganguli:
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction. NeurIPS 2019: 8535-8545 - 2018
- [c3]Siamak K. Sorooshyari, Stephen A. Baccus:
A communication-theoretic formulation of a continuous linear-nonlinear model of retinal ganglion cells. CISS 2018: 1-5 - [c2]Yilun Zhang, David B. Kastner, Stephen A. Baccus, Tatyana O. Sharpee:
Optimal information transmission by overlapping retinal cell mosaics. CISS 2018: 1-6 - 2016
- [c1]Lane McIntosh, Niru Maheswaranathan, Aran Nayebi, Surya Ganguli, Stephen Baccus:
Deep Learning Models of the Retinal Response to Natural Scenes. NIPS 2016: 1361-1369
Informal and Other Publications
- 2023
- [i4]Michael Poli, Stefano Massaroli, Eric Nguyen, Daniel Y. Fu, Tri Dao, Stephen Baccus, Yoshua Bengio, Stefano Ermon, Christopher Ré:
Hyena Hierarchy: Towards Larger Convolutional Language Models. CoRR abs/2302.10866 (2023) - [i3]Eric Nguyen, Michael Poli, Marjan Faizi, Armin W. Thomas, Callum Birch-Sykes, Michael Wornow, Aman Patel, Clayton M. Rabideau, Stefano Massaroli, Yoshua Bengio, Stefano Ermon, Stephen A. Baccus, Christopher Ré:
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution. CoRR abs/2306.15794 (2023) - 2022
- [i2]Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen A. Baccus, Christopher Ré:
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces. CoRR abs/2210.06583 (2022) - 2019
- [i1]Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli:
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction. CoRR abs/1912.06207 (2019)
Coauthor Index
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