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Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution


Oct 15, 2022
Anthony Zador, Blake Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew Botvinick, Dmitri Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad Koerding, Alexei Koulakov, Yann LeCun, Timothy Lillicrap, Adam Marblestone, Bruno Olshausen, Alexandre Pouget, Cristina Savin, Terrence Sejnowski, Eero Simoncelli, Sara Solla, David Sussillo, Andreas S. Tolias, Doris Tsao

* White paper, 8 pages + 3 pages of references, 0 figures 

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Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems


Nov 01, 2021
Jimmy T. H. Smith, Scott W. Linderman, David Sussillo

* 23 pages, 9 figures 

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Reverse engineering learned optimizers reveals known and novel mechanisms


Nov 04, 2020
Niru Maheswaranathan, David Sussillo, Luke Metz, Ruoxi Sun, Jascha Sohl-Dickstein


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The geometry of integration in text classification RNNs


Oct 28, 2020
Kyle Aitken, Vinay V. Ramasesh, Ankush Garg, Yuan Cao, David Sussillo, Niru Maheswaranathan

* 9+19 pages, 30 figures 

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How recurrent networks implement contextual processing in sentiment analysis


Apr 17, 2020
Niru Maheswaranathan, David Sussillo


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Universality and individuality in neural dynamics across large populations of recurrent networks


Jul 19, 2019
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo


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Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics


Jun 25, 2019
Niru Maheswaranathan, Alex Williams, Matthew D. Golub, Surya Ganguli, David Sussillo


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Task-Driven Convolutional Recurrent Models of the Visual System


Oct 27, 2018
Aran Nayebi, Daniel Bear, Jonas Kubilius, Kohitij Kar, Surya Ganguli, David Sussillo, James J. DiCarlo, Daniel L. K. Yamins

* NIPS 2018 Camera Ready Version, 16 pages including supplementary information, 6 figures 

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A Dataset and Architecture for Visual Reasoning with a Working Memory


Jul 20, 2018
Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo


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Recurrent Segmentation for Variable Computational Budgets


Mar 15, 2018
Lane McIntosh, Niru Maheswaranathan, David Sussillo, Jonathon Shlens


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