Blake Richards

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Paul FranklandHospital for sick children torontoVerificeret mail på sickkids.ca
Sheena A. JosselynHospital for Sick ChildrenVerificeret mail på sickkids.ca
Timothy P. LillicrapDirector of Research, Google DeepMindVerificeret mail på google.com
Leonardo RestivoHead of Neuro-Behavioral Analysis Unit, Dept. of Fundamental Neuroscience, University of LausanneVerificeret mail på unil.ch
Tsuyoshi MiyakawaProfessor, Fujita Health UniversityVerificeret mail på fujita-hu.ac.jp
Martinez-canabalFacultad de Ciencias UNAMVerificeret mail på utoronto.ca
Koji OHIRAProfessorVerificeret mail på mukogawa-u.ac.jp
Katherine Goold AkersPRECISIONheor: Health Economics & Outcomes ResearchVerificeret mail på precisionvh.com
Axel GuskjolenNeuron; Cell PressVerificeret mail på cell.com
Jordan GuerguievUniversity of Toronto ScarboroughVerificeret mail på mail.utoronto.ca
Matthew M. TranGraduate Student, University of TorontoVerificeret mail på mail.utoronto.ca
Adam SantoroGoogle DeepMindVerificeret mail på google.com
Konrad Paul KordingNathan Mossell University Professor (PIK), bioengineering & neuroscience, UPenn, CIFAR LMBVerificeret mail på upenn.edu
Melanie WoodinUniversity of TorontoVerificeret mail på utoronto.ca
Robert ZipurskyUniversity of TorontoVerificeret mail på camh.ca
Michael M KohlSenior Lecturer (Associate Professor), University of GlasgowVerificeret mail på glasgow.ac.uk
Bruce ChristensenAustralian National UniversityVerificeret mail på anu.edu.au
Luke Yuri PrinceGraphcoreVerificeret mail på graphcore.ai
Jeehyun KwagSeoul National UniversityVerificeret mail på snu.ac.kr
Colin AkermanProfessor of Neuroscience, University of OxfordVerificeret mail på pharm.ox.ac.uk

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Blake Richards

Mila + McGill University

Verificeret mail på mila.quebec - Startside

Machine Learning Learning and Memory Neural Networks Neural Circuits


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019	975	2019
Hippocampal neurogenesis regulates forgetting during adulthood and infancy KG Akers, A Martinez-Canabal, L Restivo, AP Yiu, A De Cristofaro, ... Science 344 (6184), 598-602, 2014	871	2014
Biologically feasible deep learning with segregated dendrites J Guergiuev, T Lillicrap, B Richards https://arxiv.org/abs/1610.00161, 2016	470*	2016
Neurons are recruited to a memory trace based on relative neuronal excitability immediately before training AP Yiu, V Mercaldo, C Yan, B Richards, AJ Rashid, HLL Hsiang, ... Neuron 83 (3), 722-735, 2014	445	2014
The persistence and transience of memory BA Richards, PW Frankland Neuron 94 (6), 1071-1084, 2017	404	2017
Cerebral white matter deficiencies in pedophilic men JM Cantor, N Kabani, BK Christensen, RB Zipursky, HE Barbaree, ... Journal of psychiatric research 42 (3), 167-183, 2008	324	2008
Assessing the scalability of biologically-motivated deep learning algorithms and architectures S Bartunov, A Santoro, B Richards, L Marris, GE Hinton, T Lillicrap Advances in neural information processing systems 31, 2018	306	2018
Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits A Payeur, J Guerguiev, F Zenke, BA Richards, R Naud Nature neuroscience 24 (7), 1010-1019, 2021	289	2021
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets MA Schulz, BTT Yeo, JT Vogelstein, J Mourao-Miranada, JN Kather, ... Nature communications 11 (1), 4238, 2020	256	2020
Bidirectional control of anxiety-related behaviors in mice: role of inputs arising from the ventral hippocampus to the lateral septum and medial prefrontal cortex GM Parfitt, R Nguyen, JY Bang, AJ Aqrabawi, MM Tran, DK Seo, ... Neuropsychopharmacology 42 (8), 1715-1728, 2017	253	2017
Parvalbumin-positive interneurons mediate neocortical-hippocampal interactions that are necessary for memory consolidation F Xia, BA Richards, MM Tran, SA Josselyn, K Takehara-Nishiuchi, ... Elife 6, e27868, 2017	214	2017
Cognitive function and brain structure in females with a history of adolescent-onset anorexia nervosa HT Chui, BK Christensen, RB Zipursky, BA Richards, MK Hanratty, ... Pediatrics 122 (2), e426-e437, 2008	186	2008
Catalyzing next-generation artificial intelligence through neuroai A Zador, S Escola, B Richards, B Ölveczky, Y Bengio, K Boahen, ... Nature communications 14 (1), 1597, 2023	181	2023
Patterns across multiple memories are identified over time BA Richards, F Xia, A Santoro, J Husse, MA Woodin, SA Josselyn, ... Nature neuroscience 17 (7), 981-986, 2014	173	2014
Dendritic solutions to the credit assignment problem BA Richards, TP Lillicrap Current opinion in neurobiology 54, 28-36, 2019	162	2019
The neuroconnectionist research programme A Doerig, RP Sommers, K Seeliger, B Richards, J Ismael, GW Lindsay, ... Nature Reviews Neuroscience 24 (7), 431-450, 2023	152	2023
Archy de Berker, Surya Ganguli, et al. A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019	152	2019
Increasing CRTC1 function in the dentate gyrus during memory formation or reactivation increases memory strength without compromising memory quality MJ Sekeres, V Mercaldo, B Richards, D Sargin, V Mahadevan, ... Journal of Neuroscience 32 (49), 17857-17868, 2012	115	2012
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
The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning S Bakhtiari, P Mineault, T Lillicrap, C Pack, B Richards Advances in Neural Information Processing Systems 34, 25164-25178, 2021	100	2021

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