Blake Richards
Blake Richards
Mila + McGill University
Verified email at - Homepage
Cited by
Cited by
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 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
Biologically feasible deep learning with segregated dendrites
J Guergiuev, T Lillicrap, B Richards, 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
The persistence and transience of memory
BA Richards, PW Frankland
Neuron 94 (6), 1071-1084, 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
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
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
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
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
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
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
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
Dendritic solutions to the credit assignment problem
BA Richards, TP Lillicrap
Current opinion in neurobiology 54, 28-36, 2019
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
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
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
The neuroconnectionist research programme
A Doerig, RP Sommers, K Seeliger, B Richards, J Ismael, GW Lindsay, ...
Nature Reviews Neuroscience 24 (7), 431-450, 2023
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
Learning function from structure in neuromorphic networks
LE Suárez, BA Richards, G Lajoie, B Misic
Nature Machine Intelligence 3 (9), 771-786, 2021
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