Παρακολούθηση
Guangyu Robert Yang
Guangyu Robert Yang
CEO Altera.AL & former assistant professor at MIT
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα altera.al - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Task representations in neural networks trained to perform many cognitive tasks
GR Yang, MR Joglekar, HF Song, WT Newsome, XJ Wang
Nature neuroscience 22 (2), 297-306, 2019
5632019
Artificial neural networks for neuroscientists: a primer
GR Yang, XJ Wang
Neuron 107 (6), 1048-1070, 2020
3782020
Brain-wide maps reveal stereotyped cell-type-based cortical architecture and subcortical sexual dimorphism
Y Kim*, GR Yang*, K Pradhan, KU Venkataraju, M Bota, LCG del Molino, ...
Cell 171 (2), 456-469. e22, 2017
3462017
Training excitatory-inhibitory recurrent neural networks for cognitive tasks: a simple and flexible framework
HF Song*, GR Yang*, XJ Wang
PLoS computational biology 12 (2), e1004792, 2016
2852016
Circuit mechanisms for the maintenance and manipulation of information in working memory
NY Masse, GR Yang, HF Song, XJ Wang, DJ Freedman
Nature neuroscience 22 (7), 1159-1167, 2019
2182019
Reward-based training of recurrent neural networks for cognitive and value-based tasks
HF Song, GR Yang, XJ Wang
Elife 6, e21492, 2017
1712017
A dendritic disinhibitory circuit mechanism for pathway-specific gating
GR Yang, JD Murray, XJ Wang
Nature communications 7 (1), 12815, 2016
1552016
Inter-areal balanced amplification enhances signal propagation in a large-scale circuit model of the primate cortex
MR Joglekar, JF Mejias, GR Yang, XJ Wang
Neuron 98 (1), 222-234. e8, 2018
1462018
A disinhibitory circuit motif and flexible information routing in the brain
XJ Wang, GR Yang
Current opinion in neurobiology 49, 75-83, 2018
902018
Paradoxical response reversal of top-down modulation in cortical circuits with three interneuron types
LC Garcia del Molino, GR Yang, JF Mejias, XJ Wang
Elife 6, e29742, 2017
602017
Constructing neural network models from brain data reveals representational transformations linked to adaptive behavior
T Ito, GR Yang, P Laurent, DH Schultz, MW Cole
Nature communications 13 (1), 673, 2022
59*2022
How to study the neural mechanisms of multiple tasks
GR Yang, MW Cole, K Rajan
Current opinion in behavioral sciences 29, 134-143, 2019
562019
A dataset and architecture for visual reasoning with a working memory
GR Yang*, I Ganichev*, XJ Wang, J Shlens, D Sussillo
European Conference on Computer Vision, 729-745, 2018
562018
Evolving the olfactory system with machine learning
PY Wang, Y Sun, R Axel, LF Abbott, GR Yang
Neuron 109 (23), 3879-3892. e5, 2021
532021
Towards the next generation of recurrent network models for cognitive neuroscience
GR Yang, M Molano-Mazón
Current opinion in neurobiology 70, 182-192, 2021
512021
Meta-learning synaptic plasticity and memory addressing for continual familiarity detection
D Tyulmankov, GR Yang, LF Abbott
Neuron 110 (3), 544-557. e8, 2022
422022
Biological learning in key-value memory networks
D Tyulmankov*, C Fang*, A Vadaparty, GR Yang
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
422021
Lyfe agents: Generative agents for low-cost real-time social interactions
Z Kaiya, M Naim, J Kondic, M Cortes, J Ge, S Luo, GR Yang, A Ahn
arXiv preprint arXiv:2310.02172, 2023
252023
Recurrent networks endowed with structural priors explain suboptimal animal behavior
M Molano-Mazón, Y Shao, D Duque, GR Yang, S Ostojic, J De La Rocha
Current Biology 33 (4), 622-638. e7, 2023
232023
Neural foundations of mental simulation: Future prediction of latent representations on dynamic scenes
A Nayebi, R Rajalingham, M Jazayeri, GR Yang
Advances in Neural Information Processing Systems 36, 2024
212024
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