Louis Tao

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 10

Top Topics

Dimensional Reduction

Labeling Process

Backpropagation Learning Algorithm

Information Processing

Top Venues

J. Comput. Neurosci.

PLoS Comput. Biol.

Publications

Yuhang Cai, Tianyi Wu, Louis Tao, Zhuocheng Xiao
Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds. Frontiers Comput. Neurosci. 15 (2021)
Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware. CoRR (2021)
Yuxiu Shao, Jiwei Zhang, Louis Tao
Dimensional reduction of emergent spatiotemporal cortical dynamics via a maximum entropy moment closure. PLoS Comput. Biol. 16 (6) (2020)
Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger
Implementing Backpropagation for Learning on Neuromorphic Spiking Hardware. NICE (2020)
Yuxiu Shao, Binxu Wang, Andrew T. Sornborger, Louis Tao
A Mechanism for Synaptic Copy Between Neural Circuits. Neural Comput. 31 (10) (2019)
Jiwei Zhang, Yuxiu Shao, Aaditya V. Rangan, Louis Tao
A coarse-graining framework for spiking neuronal networks: from strongly-coupled conductance-based integrate-and-fire neurons to augmented systems of ODEs. J. Comput. Neurosci. 46 (2) (2019)
Zhuocheng Xiao, Binxu Wang, Andrew T. Sornborger, Louis Tao
Mutual Information and Information Gating in Synfire Chains. Entropy 20 (2) (2018)
Mengdi Zhao, Jie An, Haiwen Li, Jiazhi Zhang, Shang-Tong Li, Xue-Mei Li, Meng-Qiu Dong, Heng Mao, Louis Tao
Segmentation and classification of two-channel C. elegans nucleus-labeled fluorescence images. BMC Bioinform. 18 (1) (2017)
Zhuo Wang, Andrew T. Sornborger, Louis Tao
Graded, Dynamically Routable Information Processing with Synfire-Gated Synfire Chains. PLoS Comput. Biol. 12 (6) (2016)
Yuxiu Shao, Andrew T. Sornborger, Louis Tao
A pulse-gated, predictive neural circuit. ACSSC (2016)
Andrew T. Sornborger, Zhuo Wang, Louis Tao
A mechanism for graded, dynamically routable current propagation in pulse-gated synfire chains and implications for information coding. J. Comput. Neurosci. 39 (2) (2015)
Cong Wang, Louis Tao
Dimensional reduction of a V1 ring model with simple and complex cells. J. Comput. Neurosci. 37 (3) (2014)
Louis Tao, Jeremy L. Praissman, Andrew T. Sornborger
Improved dimensionally-reduced visual cortical network using stochastic noise modeling. J. Comput. Neurosci. 32 (2) (2012)
María J. Cáceres, José A. Carrillo, Louis Tao
A numerical solver for a nonlinear Fokker-Planck equation representation of neuronal network dynamics. J. Comput. Phys. 230 (4) (2011)
Louis Tao, Andrew T. Sornborger
Dimensionally-reduced visual cortical network model predicts network response and connects system- and cellular-level descriptions. J. Comput. Neurosci. 28 (1) (2010)
Gregor Kovacic, Louis Tao, David Cai, Michael J. Shelley
Theoretical analysis of reverse-time correlation for idealized orientation tuning dynamics. J. Comput. Neurosci. 25 (3) (2008)
Aaditya V. Rangan, David Cai, Louis Tao
Numerical methods for solving moment equations in kinetic theory of neuronal network dynamics. J. Comput. Phys. 221 (2) (2007)
Michael J. Shelley, Louis Tao
Efficient and Accurate Time-Stepping Schemes for Integrate-and-Fire Neuronal Networks. J. Comput. Neurosci. 11 (2) (2001)