Guillaume Lajoie

Alıntı yapanlar

	Hepsi	2020 yılından bugüne
Alıntılar	1876	1770
h-endeksi	23	22
i10-endeksi	43	40

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4 makale

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Finansman sağlayan kuruluşun getirdiği zorunluluğa dayalı olarak

Katkıda bulunan yazarlar

Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARumontreal.ca üzerinde doğrulanmış e-posta adresine sahip
Eric Shea-BrownApplied Mathematics, University of Washingtonuw.edu üzerinde doğrulanmış e-posta adresine sahip
Stefano RecanatesiTechnion, Israel Institute of Technologytechnion.ac.il üzerinde doğrulanmış e-posta adresine sahip
Giancarlo KergPhD Student, MILA, Université de Montréalumontreal.ca üzerinde doğrulanmış e-posta adresine sahip
JP ThiviergeFull professor of Psychology, University of Ottawauottawa.ca üzerinde doğrulanmış e-posta adresine sahip
Maximilian Puelma TouzelMila, Universite de Montrealmila.quebec üzerinde doğrulanmış e-posta adresine sahip
Mattia RigottiResearcher at IBM Research AIcolumbia.edu üzerinde doğrulanmış e-posta adresine sahip
Kevin K. LinProfessor of Mathematics, University of Arizonamath.arizona.edu üzerinde doğrulanmış e-posta adresine sahip
Gauthier GidelAssistant professor at Mila, University of Montréal (DIRO)umontreal.ca üzerinde doğrulanmış e-posta adresine sahip
Eugene VorontsovEcole Polytechnique de Montrealpolymtl.ca üzerinde doğrulanmış e-posta adresine sahip
Eberhard E FetzProfessor of Physiology & Biophysics and DXARTS, University of Washingtonuw.edu üzerinde doğrulanmış e-posta adresine sahip
Philippe Vincent-LamarreUniversité de Montréalumontreal.ca üzerinde doğrulanmış e-posta adresine sahip
Stavros ZanosAssociate Professor, Feinstein Institute for Medical Researchnorthwell.edu üzerinde doğrulanmış e-posta adresine sahip
Adrienne FairhallProfessor of Physiology and Biophysics, University of Washingtonuw.edu üzerinde doğrulanmış e-posta adresine sahip
John F. KalaskaUniversité de Montréalumontreal.ca üzerinde doğrulanmış e-posta adresine sahip
Nedialko KrouchevMontreal Neurological Institute and Hospitalmcgill.ca üzerinde doğrulanmış e-posta adresine sahip
Andrew BogaardMedical Scientist Training Program, University of Washingtonuw.edu üzerinde doğrulanmış e-posta adresine sahip

Takip et

Guillaume Lajoie

Assistant Professor, Applied Mathematics, Université de Montréal

umontreal.ca üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa

dynamical systems computation neuroscience network dynamics AI


Başlık Alıntılara göre sırala Yıla göre sırala Başlığa göre sırala	Alıntı yapanlar Alıntı yapanlar	Yıl
Gradient starvation: A learning proclivity in neural networks M Pezeshki, O Kaba, Y Bengio, AC Courville, D Precup, G Lajoie Advances in Neural Information Processing Systems 34, 1256-1272, 2021	311	2021
Learning function from structure in neuromorphic networks LE Suárez, BA Richards, G Lajoie, B Misic Nature Machine Intelligence 3 (9), 771-786, 2021	110	2021
Dimensionality compression and expansion in deep neural networks S Recanatesi, M Farrell, M Advani, T Moore, G Lajoie, E Shea-Brown arXiv preprint arXiv:1906.00443, 2019	80	2019
Learning to combine top-down and bottom-up signals in recurrent neural networks with attention over modules S Mittal, A Lamb, A Goyal, V Voleti, M Shanahan, G Lajoie, M Mozer, ... International Conference on Machine Learning, 6972-6986, 2020	79	2020
Non-normal recurrent neural network (nnrnn): learning long time dependencies while improving expressivity with transient dynamics G Kerg, K Goyette, M Puelma Touzel, G Gidel, E Vorontsov, Y Bengio, ... Advances in neural information processing systems 32, 2019	78	2019
Predictive learning as a network mechanism for extracting low-dimensional latent space representations S Recanatesi, M Farrell, G Lajoie, S Deneve, M Rigotti, E Shea-Brown Nature communications 12 (1), 1417, 2021	76	2021
Implicit regularization via neural feature alignment A Baratin, T George, C Laurent, RD Hjelm, G Lajoie, P Vincent, ... International Conference on Artificial Intelligence and Statistics, 2269-2277, 2021	66	2021
Chaos and reliability in balanced spiking networks with temporal drive G Lajoie, KK Lin, E Shea-Brown Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 87 (5 …, 2013	55	2013
Is a modular architecture enough? S Mittal, Y Bengio, G Lajoie Advances in Neural Information Processing Systems 35, 28747-28760, 2022	49	2022
Amortizing intractable inference in large language models EJ Hu, M Jain, E Elmoznino, Y Kaddar, G Lajoie, Y Bengio, N Malkin arXiv preprint arXiv:2310.04363, 2023	46	2023
Systematic evaluation of causal discovery in visual model based reinforcement learning NR Ke, A Didolkar, S Mittal, A Goyal, G Lajoie, S Bauer, D Rezende, ... arXiv preprint arXiv:2107.00848, 2021	46	2021
On lyapunov exponents for rnns: Understanding information propagation using dynamical systems tools R Vogt, M Puelma Touzel, E Shlizerman, G Lajoie Frontiers in Applied Mathematics and Statistics 8, 818799, 2022	42	2022
Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion M Farrell, S Recanatesi, T Moore, G Lajoie, E Shea-Brown Nature Machine Intelligence 4 (6), 564-573, 2022	41	2022
Reliability of cka as a similarity measure in deep learning MR Davari, S Horoi, A Natik, G Lajoie, G Wolf, E Belilovsky arXiv preprint arXiv:2210.16156, 2022	39	2022
Multi-view manifold learning of human brain-state trajectories EL Busch, J Huang, A Benz, T Wallenstein, G Lajoie, G Wolf, ... Nature computational science 3 (3), 240-253, 2023	33	2023
A unified, scalable framework for neural population decoding M Azabou, V Arora, V Ganesh, X Mao, S Nachimuthu, M Mendelson, ... Advances in Neural Information Processing Systems 36, 2024	31	2024
Use of invasive brain-computer interfaces in pediatric neurosurgery: technical and ethical considerations D Bergeron, C Iorio-Morin, M Bonizzato, G Lajoie, N Orr Gaucher, ... Journal of Child Neurology 38 (3-4), 223-238, 2023	29	2023
A connectomics-based taxonomy of mammals LE Suarez, Y Yovel, MP van den Heuvel, O Sporns, Y Assaf, G Lajoie, ... Elife 11, e78635, 2022	29	2022
Untangling tradeoffs between recurrence and self-attention in artificial neural networks G Kerg, B Kanuparthi, AG ALIAS PARTH GOYAL, K Goyette, Y Bengio, ... Advances in Neural Information Processing Systems 33, 19443-19454, 2020	28	2020
Driving reservoir models with oscillations: a solution to the extreme structural sensitivity of chaotic networks P Vincent-Lamarre, G Lajoie, JP Thivierge Journal of computational neuroscience 41, 305-322, 2016	28	2016

Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.

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