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Catalyzing next-generation Artificial Intelligence through NeuroAI.
Zador A, Escola S, Richards B, Ölveczky B, Bengio Y, Boahen K, Botvinick M, Chklovskii D, Churchland A, Clopath C, DiCarlo J, Ganguli S, Hawkins J, Körding K, Koulakov A, LeCun Y, Lillicrap T, Marblestone A, Olshausen B, Pouget A, Savin C, Sejnowski T, Simoncelli E, Solla S, Sussillo D, Tolias AS, Tsao D. Zador A, et al. Among authors: botvinick m. Nat Commun. 2023 Mar 22;14(1):1597. doi: 10.1038/s41467-023-37180-x. Nat Commun. 2023. PMID: 36949048 Free PMC article. Review.
Hierarchical motor control in mammals and machines.
Merel J, Botvinick M, Wayne G. Merel J, et al. Among authors: botvinick m. Nat Commun. 2019 Dec 2;10(1):5489. doi: 10.1038/s41467-019-13239-6. Nat Commun. 2019. PMID: 31792198 Free PMC article. Review.
Is coding a relevant metaphor for building AI?
Santoro A, Hill F, Barrett D, Raposo D, Botvinick M, Lillicrap T. Santoro A, et al. Among authors: botvinick m. Behav Brain Sci. 2019 Nov 28;42:e240. doi: 10.1017/S0140525X19001365. Behav Brain Sci. 2019. PMID: 31775918
Toward a universal decoder of linguistic meaning from brain activation.
Pereira F, Lou B, Pritchett B, Ritter S, Gershman SJ, Kanwisher N, Botvinick M, Fedorenko E. Pereira F, et al. Among authors: botvinick m. Nat Commun. 2018 Mar 6;9(1):963. doi: 10.1038/s41467-018-03068-4. Nat Commun. 2018. PMID: 29511192 Free PMC article.
Neuroscience-Inspired Artificial Intelligence.
Hassabis D, Kumaran D, Summerfield C, Botvinick M. Hassabis D, et al. Among authors: botvinick m. Neuron. 2017 Jul 19;95(2):245-258. doi: 10.1016/j.neuron.2017.06.011. Neuron. 2017. PMID: 28728020 Free article. Review.
A distributional code for value in dopamine-based reinforcement learning.
Dabney W, Kurth-Nelson Z, Uchida N, Starkweather CK, Hassabis D, Munos R, Botvinick M. Dabney W, et al. Among authors: botvinick m. Nature. 2020 Jan;577(7792):671-675. doi: 10.1038/s41586-019-1924-6. Epub 2020 Jan 15. Nature. 2020. PMID: 31942076 Free PMC article.
Mental labour.
Kool W, Botvinick M. Kool W, et al. Among authors: botvinick m. Nat Hum Behav. 2018 Dec;2(12):899-908. doi: 10.1038/s41562-018-0401-9. Epub 2018 Sep 3. Nat Hum Behav. 2018. PMID: 30988433 Review.
113 results