Pesquisa | Biblioteca Virtual em Saúde

1.

Scientific discovery in the age of artificial intelligence.

Wang, Hanchen; Fu, Tianfan; Du, Yuanqi; Gao, Wenhao; Huang, Kexin; Liu, Ziming; Chandak, Payal; Liu, Shengchao; Van Katwyk, Peter; Deac, Andreea; Anandkumar, Anima; Bergen, Karianne; Gomes, Carla P; Ho, Shirley; Kohli, Pushmeet; Lasenby, Joan; Leskovec, Jure; Liu, Tie-Yan; Manrai, Arjun; Marks, Debora; Ramsundar, Bharath; Song, Le; Sun, Jimeng; Tang, Jian; Velickovic, Petar; Welling, Max; Zhang, Linfeng; Coley, Connor W; Bengio, Yoshua; Zitnik, Marinka.

Nature ; 620(7972): 47-60, 2023 Aug.

Artigo em Inglês | MEDLINE | ID: mdl-37532811

2.

Responses to Pattern-Violating Visual Stimuli Evolve Differently Over Days in Somata and Distal Apical Dendrites.

Gillon, Colleen J; Pina, Jason E; Lecoq, Jérôme A; Ahmed, Ruweida; Billeh, Yazan N; Caldejon, Shiella; Groblewski, Peter; Henley, Timothy M; Kato, India; Lee, Eric; Luviano, Jennifer; Mace, Kyla; Nayan, Chelsea; Nguyen, Thuyanh V; North, Kat; Perkins, Jed; Seid, Sam; Valley, Matthew T; Williford, Ali; Bengio, Yoshua; Lillicrap, Timothy P; Richards, Blake A; Zylberberg, Joel.

J Neurosci ; 44(5)2024 Jan 31.

Artigo em Inglês | MEDLINE | ID: mdl-37989593

3.

Publisher Correction: Scientific discovery in the age of artificial intelligence.

Wang, Hanchen; Fu, Tianfan; Du, Yuanqi; Gao, Wenhao; Huang, Kexin; Liu, Ziming; Chandak, Payal; Liu, Shengchao; Van Katwyk, Peter; Deac, Andreea; Anandkumar, Anima; Bergen, Karianne; Gomes, Carla P; Ho, Shirley; Kohli, Pushmeet; Lasenby, Joan; Leskovec, Jure; Liu, Tie-Yan; Manrai, Arjun; Marks, Debora; Ramsundar, Bharath; Song, Le; Sun, Jimeng; Tang, Jian; Velickovic, Petar; Welling, Max; Zhang, Linfeng; Coley, Connor W; Bengio, Yoshua; Zitnik, Marinka.

Nature ; 621(7978): E33, 2023 Sep.

Artigo em Inglês | MEDLINE | ID: mdl-37648871

4.

BigBrain 3D atlas of cortical layers: Cortical and laminar thickness gradients diverge in sensory and motor cortices.

Wagstyl, Konrad; Larocque, Stéphanie; Cucurull, Guillem; Lepage, Claude; Cohen, Joseph Paul; Bludau, Sebastian; Palomero-Gallagher, Nicola; Lewis, Lindsay B; Funck, Thomas; Spitzer, Hannah; Dickscheid, Timo; Fletcher, Paul C; Romero, Adriana; Zilles, Karl; Amunts, Katrin; Bengio, Yoshua; Evans, Alan C.

PLoS Biol ; 18(4): e3000678, 2020 04.

Artigo em Inglês | MEDLINE | ID: mdl-32243449

5.

CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation.

Daouda, Tariq; Dumont-Lagacé, Maude; Feghaly, Albert; Benslimane, Yahya; Panes, Rébecca; Courcelles, Mathieu; Benhammadi, Mohamed; Harrington, Lea; Thibault, Pierre; Major, François; Bengio, Yoshua; Gagnon, Étienne; Lemieux, Sébastien; Perreault, Claude.

PLoS Comput Biol ; 17(10): e1009482, 2021 10.

Artigo em Inglês | MEDLINE | ID: mdl-34679099

6.

RetroGNN: Fast Estimation of Synthesizability for Virtual Screening and De Novo Design by Learning from Slow Retrosynthesis Software.

Liu, Cheng-Hao; Korablyov, Maksym; Jastrzebski, Stanislaw; Wlodarczyk-Pruszynski, Pawel; Bengio, Yoshua; Segler, Marwin.

J Chem Inf Model ; 62(10): 2293-2300, 2022 05 23.

Artigo em Inglês | MEDLINE | ID: mdl-35452226

7.

Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition.

Trofimov, Assya; Cohen, Joseph Paul; Bengio, Yoshua; Perreault, Claude; Lemieux, Sébastien.

Bioinformatics ; 36(Suppl_1): i417-i426, 2020 07 01.

Artigo em Inglês | MEDLINE | ID: mdl-32657403

8.

Deep learning.

LeCun, Yann; Bengio, Yoshua; Hinton, Geoffrey.

Nature ; 521(7553): 436-44, 2015 May 28.

Artigo em Inglês | MEDLINE | ID: mdl-26017442

9.

Toward Training Recurrent Neural Networks for Lifelong Learning.

Sodhani, Shagun; Chandar, Sarath; Bengio, Yoshua.

Neural Comput ; 32(1): 1-35, 2020 01.

Artigo em Inglês | MEDLINE | ID: mdl-31703175

10.

Deep convolutional networks for quality assessment of protein folds.

Derevyanko, Georgy; Grudinin, Sergei; Bengio, Yoshua; Lamoureux, Guillaume.

Bioinformatics ; 34(23): 4046-4053, 2018 12 01.

Artigo em Inglês | MEDLINE | ID: mdl-29931128

11.

Equivalence of Equilibrium Propagation and Recurrent Backpropagation.

Scellier, Benjamin; Bengio, Yoshua.

Neural Comput ; 31(2): 312-329, 2019 02.

Artigo em Inglês | MEDLINE | ID: mdl-30576611

12.

Gated Orthogonal Recurrent Units: On Learning to Forget.

Jing, Li; Gulcehre, Caglar; Peurifoy, John; Shen, Yichen; Tegmark, Max; Soljacic, Marin; Bengio, Yoshua.

Neural Comput ; 31(4): 765-783, 2019 04.

Artigo em Inglês | MEDLINE | ID: mdl-30764742

13.

Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes.

Gulcehre, Caglar; Chandar, Sarath; Cho, Kyunghyun; Bengio, Yoshua.

Neural Comput ; 30(4): 857-884, 2018 04.

Artigo em Inglês | MEDLINE | ID: mdl-29381440

14.

Use machine learning to find energy materials.

De Luna, Phil; Wei, Jennifer; Bengio, Yoshua; Aspuru-Guzik, Alán; Sargent, Edward.

Nature ; 552(7683): 23-27, 2017 12 07.

Artigo em Inglês | MEDLINE | ID: mdl-29219978

15.

STDP-Compatible Approximation of Backpropagation in an Energy-Based Model.

Bengio, Yoshua; Mesnard, Thomas; Fischer, Asja; Zhang, Saizheng; Wu, Yuhuai.

Neural Comput ; 29(3): 555-577, 2017 03.

Artigo em Inglês | MEDLINE | ID: mdl-28095200

16.

Problèmes associés au déploiement des modèles fondés sur l'apprentissage machine en santé.

Cohen, Joseph Paul; Cao, Tianshi; Viviano, Joseph D; Huang, Chin-Wei; Fralick, Michael; Ghassemi, Marzyeh; Mamdani, Muhammad; Greiner, Russell; Bengio, Yoshua.

CMAJ ; 193(44): E1716-E1719, 2021 11 08.

Artigo em Francês | MEDLINE | ID: mdl-34750184

17.

Problems in the deployment of machine-learned models in health care.

Cohen, Joseph Paul; Cao, Tianshi; Viviano, Joseph D; Huang, Chin-Wei; Fralick, Michael; Ghassemi, Marzyeh; Mamdani, Muhammad; Greiner, Russell; Bengio, Yoshua.

CMAJ ; 193(35): E1391-E1394, 2021 09 07.

Artigo em Inglês | MEDLINE | ID: mdl-34462316

18.

Conditioning and time representation in long short-term memory networks.

Rivest, Francois; Kalaska, John F; Bengio, Yoshua.

Biol Cybern ; 108(1): 23-48, 2014 Feb.

Artigo em Inglês | MEDLINE | ID: mdl-24258005

19.

Regulating advanced artificial agents.

Cohen, Michael K; Kolt, Noam; Bengio, Yoshua; Hadfield, Gillian K; Russell, Stuart.

Science ; 384(6691): 36-38, 2024 Apr 05.

Artigo em Inglês | MEDLINE | ID: mdl-38574134

20.

Sources of richness and ineffability for phenomenally conscious states.

Ji, Xu; Elmoznino, Eric; Deane, George; Constant, Axel; Dumas, Guillaume; Lajoie, Guillaume; Simon, Jonathan; Bengio, Yoshua.

Neurosci Conscious ; 2024(1): niae001, 2024.

Artigo em Inglês | MEDLINE | ID: mdl-38487679

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