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)

Deep Learning Models of the Retinal Response to Natural Scenes. - Lane McIntosh; Niru Maheswaranathan; Aran Nayebi; Surya Ganguli; Stephen Baccus (NIPS, 2016)

Pyret: A Python package for analysis of neurophysiology data. - Benjamin Naecker; Niru Maheswaranathan; Surya Ganguli; Stephen Baccus (J. Open Source Softw., 2017)

A communication-theoretic formulation of a continuous linear-nonlinear model of retinal ganglion cells. - Siamak K. Sorooshyari; Stephen A. Baccus (CISS, 2018)

Optimal information transmission by overlapping retinal cell mosaics. - Yilun Zhang; David B. Kastner; Stephen A. Baccus; Tatyana O. Sharpee (CISS, 2018)

Inferring hidden structure in multilayered neural circuits. - Niru Maheswaranathan; David B. Kastner; Stephen A. Baccus; Surya Ganguli (PLoS Comput. Biol., 2018)

Adaptive feature detection from differential processing in parallel retinal pathways. - Yusuf Ozuysal; David B. Kastner; Stephen A. Baccus (PLoS Comput. Biol., 2018)

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 (NeurIPS, 2019)

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 (ACSCC, 2021)

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 (NeurIPS, 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)

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 (ICML, 2023)

Information Geometry of the Retinal Representation Manifold. - Xuehao Ding; Dongsoo Lee; Joshua Melander; George Sivulka; Surya Ganguli; Stephen Baccus (NeurIPS, 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; et al. (NeurIPS, 2023)