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A deep learning framework for neuroscience.
Richards BA, Lillicrap TP, Beaudoin P, Bengio Y, Bogacz R, Christensen A, Clopath C, Costa RP, de Berker A, Ganguli S, Gillon CJ, Hafner D, Kepecs A, Kriegeskorte N, Latham P, Lindsay GW, Miller KD, Naud R, Pack CC, Poirazi P, Roelfsema P, Sacramento J, Saxe A, Scellier B, Schapiro AC, Senn W, Wayne G, Yamins D, Zenke F, Zylberberg J, Therien D, Kording KP. Richards BA, et al. Among authors: wayne g. Nat Neurosci. 2019 Nov;22(11):1761-1770. doi: 10.1038/s41593-019-0520-2. Epub 2019 Oct 28. Nat Neurosci. 2019. PMID: 31659335 Free PMC article. Review.
Toward an Integration of Deep Learning and Neuroscience.
Marblestone AH, Wayne G, Kording KP. Marblestone AH, et al. Among authors: wayne g. Front Comput Neurosci. 2016 Sep 14;10:94. doi: 10.3389/fncom.2016.00094. eCollection 2016. Front Comput Neurosci. 2016. PMID: 27683554 Free PMC article.
Understand the cogs to understand cognition.
Marblestone AH, Wayne G, Kording KP. Marblestone AH, et al. Among authors: wayne g. Behav Brain Sci. 2017 Jan;40:e272. doi: 10.1017/S0140525X17000218. Behav Brain Sci. 2017. PMID: 29342693
Vector-based navigation using grid-like representations in artificial agents.
Banino A, Barry C, Uria B, Blundell C, Lillicrap T, Mirowski P, Pritzel A, Chadwick MJ, Degris T, Modayil J, Wayne G, Soyer H, Viola F, Zhang B, Goroshin R, Rabinowitz N, Pascanu R, Beattie C, Petersen S, Sadik A, Gaffney S, King H, Kavukcuoglu K, Hassabis D, Hadsell R, Kumaran D. Banino A, et al. Among authors: wayne g. Nature. 2018 May;557(7705):429-433. doi: 10.1038/s41586-018-0102-6. Epub 2018 May 9. Nature. 2018. PMID: 29743670 Free article.
Hierarchical motor control in mammals and machines.
Merel J, Botvinick M, Wayne G. Merel J, et al. Among authors: wayne g. Nat Commun. 2019 Dec 2;10(1):5489. doi: 10.1038/s41467-019-13239-6. Nat Commun. 2019. PMID: 31792198 Free PMC article. Review.
Hybrid computing using a neural network with dynamic external memory.
Graves A, Wayne G, Reynolds M, Harley T, Danihelka I, Grabska-Barwińska A, Colmenarejo SG, Grefenstette E, Ramalho T, Agapiou J, Badia AP, Hermann KM, Zwols Y, Ostrovski G, Cain A, King H, Summerfield C, Blunsom P, Kavukcuoglu K, Hassabis D. Graves A, et al. Among authors: wayne g. Nature. 2016 Oct 27;538(7626):471-476. doi: 10.1038/nature20101. Epub 2016 Oct 12. Nature. 2016. PMID: 27732574
Building machines that learn and think for themselves.
Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, Weber T, Wierstra D, Legg S, Hassabis D. Botvinick M, et al. Among authors: wayne g. Behav Brain Sci. 2017 Jan;40:e255. doi: 10.1017/S0140525X17000048. Behav Brain Sci. 2017. PMID: 29342685
117 results