| A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019 | 797 | 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 | 790 | 2014 |
| Biologically feasible deep learning with segregated dendrites J Guergiuev, T Lillicrap, B Richards https://arxiv.org/abs/1610.00161, 2016 | 400* | 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 | 379 | 2014 |
| The persistence and transience of memory BA Richards, PW Frankland Neuron 94 (6), 1071-1084, 2017 | 330 | 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 | 304 | 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 | 247 | 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 | 208 | 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 | 200 | 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 | 184 | 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 | 179 | 2020 |
| 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 | 170 | 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 | 152 | 2014 |
| Dendritic solutions to the credit assignment problem BA Richards, TP Lillicrap Current opinion in neurobiology 54, 28-36, 2019 | 133 | 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 | 109 | 2012 |
| 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 | 68 | 2021 |
| Learning function from structure in neuromorphic networks LE Suárez, BA Richards, G Lajoie, B Misic Nature Machine Intelligence 3 (9), 771-786, 2021 | 65 | 2021 |
| Neuronal chloride and excitability—the big impact of small changes JV Raimondo, BA Richards, MA Woodin Current opinion in neurobiology 43, 35-42, 2017 | 61 | 2017 |
| Optogenetic activation of parvalbumin and somatostatin interneurons selectively restores theta-nested gamma oscillations and oscillation-induced spike timing-dependent long … K Park, J Lee, HJ Jang, BA Richards, MM Kohl, J Kwag BMC biology 18, 1-20, 2020 | 58 | 2020 |
| 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 | 57 | 2023 |
Timothy P. LillicrapSenior Research Scientist, Google DeepMindVerified email at google.com
