Stephen A. Baccus

According to our database, Stephen A. Baccus authored at least 14 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Information Geometry of the Retinal Representation Manifold.

Xuehao Ding, Dongsoo Lee, Joshua Melander, George Sivulka, Surya Ganguli, Stephen Baccus

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hyena Hierarchy: Towards Larger Convolutional Language Models.

Michael Poli, Stefano Massaroli, Eric Nguyen, Daniel Y. Fu, Tri Dao, Stephen Baccus, Yoshua Bengio, Stefano Ermon, Christopher Ré

Proceedings of the International Conference on Machine Learning, 2023

2022

S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces.

Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen A. Baccus, Christopher Ré

CoRR, 2022

S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces.

Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen Baccus, Christopher Ré

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

A mechanistically interpretable model of the retinal neural code for natural scenes with multiscale adaptive dynamics.

Xuehao Ding, Dongsoo Lee, Satchel Grant, Heike Stein, Lane McIntosh, Niru Maheswaranathan, Stephen Baccus

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2019

From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction.

Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen Baccus, Surya Ganguli

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Adaptive feature detection from differential processing in parallel retinal pathways.

Yusuf Ozuysal, David B. Kastner, Stephen A. Baccus

PLoS Comput. Biol., 2018

Inferring hidden structure in multilayered neural circuits.

Niru Maheswaranathan, David B. Kastner, Stephen A. Baccus, Surya Ganguli

PLoS Comput. Biol., 2018

Optimal information transmission by overlapping retinal cell mosaics.

Yilun Zhang, David B. Kastner, Stephen A. Baccus, Tatyana O. Sharpee

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

A communication-theoretic formulation of a continuous linear-nonlinear model of retinal ganglion cells.

Siamak K. Sorooshyari, Stephen A. Baccus

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

2017

Pyret: A Python package for analysis of neurophysiology data.

Benjamin Naecker, Niru Maheswaranathan, Surya Ganguli, Stephen Baccus

J. Open Source Softw., 2017

2016

Deep Learning Models of the Retinal Response to Natural Scenes.

Lane McIntosh, Niru Maheswaranathan, Aran Nayebi, Surya Ganguli, Stephen Baccus

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2007

Image Processing for a High-Resolution Optoelectronic Retinal Prosthesis.

Alon Asher, William A. Segal, Stephen A. Baccus, Leonid P. Yaroslavsky, Daniel V. Palanker

IEEE Trans. Biomed. Eng., 2007