Publications

Peter Yiliu Wang, Yi Sun, Richard Axel, LF Abbott, Guangyu Robert Yang (2021). Evolving the olfactory system with machine learning. Neuron.

Guangyu Robert Yang, Xiao-Jing Wang (2020). Artificial neural networks for neuroscientists: A primer. Neuron.

Guangyu Robert Yang, Michael W Cole, Kanaka Rajan (2019). How to study the neural mechanisms of multiple tasks. Current Opinion in Behavioral Sciences.

Nicolas Y Masse, Guangyu Robert Yang, H Francis Song, Xiao-Jing Wang, David J Freedman (2019). Circuit mechanisms for the maintenance and manipulation of information in working memory. Nature Neuroscience.

Guangyu Robert Yang, MR Joglekar, HF Song, WT Newsome, XJ Wang (2019). Task representations in neural networks trained to perform many cognitive tasks. Nature Neuroscience.

Madhura R Joglekar, Jorge F Mejias, Guangyu Robert Yang, Xiao-Jing Wang (2018). Inter-areal balanced amplification enhances signal propagation in a large-scale circuit model of the primate cortex. Neuron.

Xiao-Jing Wang, Guangyu Robert Yang (2018). A disinhibitory circuit motif and flexible information routing in the brain. Current Opinion in Neurobiology.

Luis Carlos Garcia Del Molino, Guangyu Robert Yang, Jorge F Mejias, Xiao-Jing Wang (2017). Paradoxical response reversal of top-down modulation in cortical circuits with three interneuron types. eLife.

Yongsoo Kim, Guangyu Robert Yang, Kith Pradhan, Kannan Umadevi Venkataraju, Mihail Bota, Luis Carlos Garcia Del Molino, Greg Fitzgerald, Keerthi Ram, Miao He, Jesse Maurica Levine, Partha Mitra, Z Josh Huang, Xiao-Jing Wang, Pavel Osten (2017). Brain-wide Maps Reveal Stereotyped Cell-Type-Based Cortical Architecture and Subcortical Sexual Dimorphism. Cell.

H Francis Song, Guangyu Robert Yang, Xiao-Jing Wang (2017). Reward-based training of recurrent neural networks for cognitive and value-based tasks. eLife.

Guangyu Robert Yang, John D Murray, Xiao-Jing Wang (2016). A dendritic disinhibitory circuit mechanism for pathway-specific gating. Nature Communications.

Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo (2016). A dataset and architecture for visual reasoning with a working memory. European Conference on Computer Vision.

H Francis Song, Guangyu Robert Yang, Xiao-Jing Wang (2016). Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework. PLOS Computational Biology.