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Guangyu Robert Yang 杨光宇
Guangyu Robert Yang 杨光宇
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
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
2172019
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
1832017
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
1722016
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
1072019
Reward-based training of recurrent neural networks for cognitive and value-based tasks
HF Song, GR Yang, XJ Wang
Elife 6, e21492, 2017
1002017
A dendritic disinhibitory circuit mechanism for pathway-specific gating
GR Yang, JD Murray, XJ Wang
Nature communications 7 (1), 1-14, 2016
972016
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
812018
Artificial neural networks for neuroscientists: A primer
GR Yang, XJ Wang
Neuron 107 (6), 1048-1070, 2020
702020
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
422018
A disinhibitory circuit motif and flexible information routing in the brain
XJ Wang, GR Yang
Current opinion in neurobiology 49, 75-83, 2018
412018
Paradoxical response reversal of top-down modulation in cortical circuits with three interneuron types
LCG Del Molino, GR Yang, JF Mejias, XJ Wang
Elife 6, e29742, 2017
292017
How to study the neural mechanisms of multiple tasks
GR Yang, MW Cole, K Rajan
Current opinion in behavioral sciences 29, 134-143, 2019
192019
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), 1-16, 2022
5*2022
Meta-learning synaptic plasticity and memory addressing for continual familiarity detection
D Tyulmankov, GR Yang, LF Abbott
Neuron 110 (3), 544-557. e8, 2022
42022
Towards the next generation of recurrent network models for cognitive neuroscience
GR Yang, M Molano-Mazón
Current opinion in neurobiology 70, 182-192, 2021
42021
Pre-training RNNs on ecologically relevant tasks explains sub-optimal behavioral reset
M Molano-Mazon, D Duque, GR Yang, J de la Rocha
bioRxiv, 2021
32021
Evolving the olfactory system with machine learning
PY Wang, Y Sun, R Axel, LF Abbott, GR Yang
Neuron 109 (23), 3879-3892. e5, 2021
22021
Biological learning in key-value memory networks
D Tyulmankov*, C Fang*, A Vadaparty, GR Yang
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
1*2021
Do Biologically-Realistic Recurrent Architectures Produce Biologically-Realistic Models?
G Lindsay, T Moskovitz, GR Yang, K Miller
2019 Conference on Cognitive Computational Neuroscience, 2019
12019
Understanding the functional and structural differences across excitatory and inhibitory neurons
S Minni*, L Ji-An*, T Moskovitz, G Lindsay, K Miller, M Dipoppa, GR Yang
bioRxiv, 680439, 2019
12019
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