Toward next-generation Artificial Intelligence: Catalyzing the NeuroAI revolution

Zador,  A; Richards,  B; Olveczky,  B; Escola,  S; Bengio,  Y; Boahen,  K; Botvinick,  M; Chklovskii,  D; Churchland,  A; Clopath,  C; DiCarlo,  J; Ganguli,  S; Hawkins,  J; Koerding,  K; Koulakov,  A; LeCun,  Y; Lillicrap,  T; Marblestone,  A; Olshausen,  B; Pouget,  A; Savin,  C; Sejnowski,  T; Simoncelli,  E; Solla,  S; Sussillo,  D; Tolias,  A; Tsao,  D

Toward next-generation Artificial Intelligence: Catalyzing the NeuroAI revolution

A Zador, B Richards, B Olveczky, S Escola, Y Bengio, K Boahen, M Botvinick, D Chklovskii, A Churchland, C Clopath, J DiCarlo, S Ganguli, J Hawkins, K Koerding, A Koulakov, Y LeCun, T Lillicrap, A Marblestone, B Olshausen, A Pouget, C Savin, T Sejnowski, E Simoncelli, S Solla, D Sussillo, A Tolias and D Tsao.

arXiv.org e-prints, Technical Report 2210.08340, Oct 2022.

This paper has been superseded by:
Catalyzing next-generation Artificial Intelligence through NeuroAI
A Zador, S Escola, B Richards, B Olveczky, Y Bengio, K Boahen, M Botvinick, D Chklovskii, A Churchland, C Clopath, J DiCarlo, S Ganguli , J Hawkins, K Koerding, A Koulakov, Y LeCun, T Lillicrap, A Marblestone, B Olshausen , A Pouget, C Savin, T Sejnowski, E P Simoncelli, S Solla, D Sussillo, AS Tolias and D Tsao.
Nature Communications, vol.14(1597), Mar 2023.

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Neuroscience has long been an important driver of progress in artificial intelligence (AI). We propose that to accelerate progress in AI, we must invest in fundamental research in NeuroAI.

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