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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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On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence


Jul 17, 2022
Yi Ma, Doris Tsao, Heung-Yeung Shum

* 24 pages, 11 figures. The updated version incorporates minor changes as per reviewers' suggestions. Added a few more references on Information Bottleneck and Game Theory. Corrected typos including a minor correction of equation (14). Added a new footnote about Transformer. A few changes of wording 

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