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Tao Hu
Publication Activity (10 Years)
Years Active: 2009-2015
Publications (10 Years): 0
Top Topics
Sparse Representation
Biologically Motivated
Neural Network
Image Stacks
Top Venues
CoRR
ICASSP
ACSSC
Neural Comput.
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Publications
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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)