Tao Hu

Publication Activity (10 Years)

Years Active: 2009-2015
Publications (10 Years): 0

Top Topics

Sparse Representation

Biologically Motivated

Top Venues

Publications

Cengiz Pehlevan, Tao Hu, Dmitri B. Chklovskii
A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data. CoRR (2015)
Tao Hu, Cengiz Pehlevan, Dmitri B. Chklovskii
A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization. CoRR (2015)
Tao Hu, Dmitri B. Chklovskii
Online computation of sparse representations of time varying stimuli using a biologically motivated neural network. ICASSP (2015)
Cengiz Pehlevan, Tao Hu, Dmitri B. Chklovskii
A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data. Neural Comput. 27 (7) (2015)
Tao Hu, Cengiz Pehlevan, Dmitri B. Chklovskii
A Hebbian/Anti-Hebbian network for online sparse dictionary learning derived from symmetric matrix factorization. ACSSC (2014)
Tao Hu, Dmitri B. Chklovskii
Sparse LMS via online linearized Bregman iteration. ICASSP (2014)
Tao Hu, Zaid J. Towfic, Cengiz Pehlevan, Alex V. Genkin, Dmitri B. Chklovskii
A neuron as a signal processing device. ACSSC (2013)
Tao Hu, Juan Nunez-Iglesias, Shiv Naga Prasad Vitaladevuni, Lou Scheffer, Shan Xu, Mehdi Bolorizadeh, Harald F. Hess, Richard Fetter, Dmitri B. Chklovskii
Electron Microscopy Reconstruction of Brain Structure Using Sparse Representations Over Learned Dictionaries. IEEE Trans. Medical Imaging 32 (12) (2013)
Tao Hu, Dmitri B. Chklovskii
Online computation of sparse representations of time varying stimuli using a biologically motivated neural network CoRR (2012)
Tao Hu, Alexander Genkin, Dmitri B. Chklovskii
A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way. Neural Comput. 24 (11) (2012)
Tao Hu, Juan Nunez-Iglesias, Shiv Naga Prasad Vitaladevuni, Lou Scheffer, Shan Xu, Mehdi Bolorizadeh, Harald F. Hess, Richard Fetter, Dmitri B. Chklovskii
Super-resolution using Sparse Representations over Learned Dictionaries: Reconstruction of Brain Structure using Electron Microscopy. CoRR (2012)
Tao Hu, Dmitri B. Chklovskii
Sparse LMS via Online Linearized Bregman Iteration CoRR (2012)
Shaul Druckmann, Tao Hu, Dmitri B. Chklovskii
A mechanistic model of early sensory processing based on subtracting sparse representations. NIPS (2012)
Tao Hu, Alexander Genkin, Dmitri B. Chklovskii
A network of spiking neurons for computing sparse representations in an energy efficient way CoRR (2012)
Tao Hu, Dmitri B. Chklovskii
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME) CoRR (2012)
Daniel Glasner, Tao Hu, Juan Nunez-Iglesias, Lou Scheffer, Shan Xu, Harald F. Hess, Richard Fetter, Dmitri B. Chklovskii, Ronen Basri
High Resolution Segmentation of Neuronal Tissues from Low Depth-Resolution EM Imagery. EMMCVPR (2011)
Tao Hu, Anthony M. Leonardo, Dmitri B. Chklovskii
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME). NIPS (2009)