Sang Peter Chin

发表

Structured sparse representation with low-rank interference

Trac D. Tran, Minh Dao, Yuanming Suo, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

A Study of Pyramid Structure for Code Correction pdf

Sang Peter Chin, Xiao Zhou, Shan Huang, 2020, ArXiv.

Reconstruction of neural action potentials using signal dependent sparse representations

Refet Firat Yazicioglu, Ralph Etienne-Cummings, Trac D. Tran, 2013, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013).

Neuromorphic sampling on the SpiNNaker and parallella chip multiprocessors

Andreas G. Andreou, Steve B. Furber, Sang Peter Chin, 2016, 2016 IEEE 7th Latin American Symposium on Circuits & Systems (LASCAS).

A Mathematical Analysis of Network Controllability Through Driver Nodes

Sang Peter Chin, Gavin Brown, Elizabeth Reilly, 2017, IEEE Transactions on Computational Social Systems.

An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings

Refet Firat Yazicioglu, Ralph Etienne-Cummings, Trac D. Tran, 2014, IEEE Transactions on Biomedical Circuits and Systems.

A dictionary learning algorithm for multi-channel neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2014, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings.

Neural signal processing and closed-loop control algorithm design for an implanted neural recording and stimulation system

Emad N. Eskandar, Sang Peter Chin, Philip D. Parks, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Learning to Repair Software Vulnerabilities with Generative Adversarial Networks

Sang Peter Chin, Onur Ozdemir, Jacob Harer, 2018, NeurIPS.

Sparse Coding and Autoencoders

Trac D. Tran, Sang Peter Chin, Ashish Arora, 2017, 2018 IEEE International Symposium on Information Theory (ISIT).

Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes

Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou, 2017, MICCAI.

An Unsupervised Compressed Sensing Algorithm for Multi-Channel Neural Recording and Spike Sorting

Ralph Etienne-Cummings, Trac D. Tran, Emad N. Eskandar, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

A provable nonconvex model for factoring nonnegative matrices

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Non-Linear Dynamics Analysis of Protein Sequences. Application to CYP450

Sang Peter Chin, Miloud Bessafi, Xavier F. Cadet, 2019, Entropy.

Game-theoretic homological sensor resource management for SSA

Sang Peter Chin, 2009, Defense + Commercial Sensing.

RECONSTRUCTION-FREE DEEP CONVOLUTIONAL NEURAL NETWORKS FOR PARTIALLY OBSERVED IMAGES

Trac D. Tran, Sang Peter Chin, Muyinatu A. Lediju Bell, 2018, 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Nonnegative matrix factorization with gradient vertex pursuit

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Compressed sensing block-wise exposure control algorithm using optical flow estimation

Ralph Etienne-Cummings, Trac D. Tran, Sang Peter Chin, 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Video frame interpolation via weighted robust principal component analysis

Trac D. Tran, Minh Dao, Yuanming Suo, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Block Switching: A Stochastic Approach for Deep Learning Security pdf

Xiao Wang, Xue Lin, Sang Peter Chin, 2020, ArXiv.

Targeted Dot Product Representation for friend recommendation in online social networks

Trac D. Tran, Nam P. Nguyen, Minh Dao, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Spatiotemporal compressed sensing for video compression

Ralph Etienne-Cummings, Trac D. Tran, Jie Zhang, 2017, 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS).

Real Time Compressive Sensing Video Reconstruction in Hardware

Ralph Etienne-Cummings, Garrick Orchard, Trac D. Tran, 2012, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2018, 2019 53rd Annual Conference on Information Sciences and Systems (CISS).

High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

Geometric multi-resolution analysis based classification for high dimensional data

Dung N. Tran, Sang Peter Chin, D. Tran, 2014, Defense + Security Symposium.

Simultaneous sparse recovery for unsupervised hyperspectral unmixing

Trac D. Tran, Yi Chen, Sang Peter Chin, 2011, Defense + Commercial Sensing.

Topological and statistical behavior classifiers for tracking applications

Adam Watkins, Sang Peter Chin, Paul Bendich, 2014, IEEE Transactions on Aerospace and Electronic Systems.

Domain specific inpainting with concurrently pretrained generative adversarial networks

Xiao Wang, Sang Peter Chin, Xiao Zhou, 2017, 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing

Ralph Etienne-Cummings, Xiao Wang, Trac D. Tran, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries pdf

Trac D. Tran, Sang Peter Chin, Ashish Arora, 2017, ArXiv.

Markov Chain Monte Carlo inference on graphical models using event-based processing on the SpiNNaker neuromorphic architecture

Andreas G. Andreou, Steve B. Furber, Sang Peter Chin, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera

Ralph Etienne-Cummings, Trac D. Tran, Sang Peter Chin, 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).

Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2014, IEEE Transactions on Biomedical Circuits and Systems.

Energy-efficient two-stage Compressed Sensing method for implantable neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2013, 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS).

A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface

Jan Van der Spiegel, Ralph Etienne-Cummings, Trac D. Tran, 2016, IEEE Transactions on Biomedical Circuits and Systems.

Defensive dropout for hardening deep neural networks under adversarial attacks

Xiao Wang, David R. Kaeli, Pu Zhao, 2018, ICCAD.

Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses

Xiao Wang, Yanzhi Wang, Sang Peter Chin, 2019, IJCAI.

A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Partial face recognition: A sparse representation-based approach

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Low-rank matrices recovery via entropy function

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Automated software vulnerability detection with machine learning pdf

Sang Peter Chin, Akshay Rangamani, Onur Ozdemir, 2018, ArXiv.

Chemical plume detection in hyperspectral imagery via joint sparse representation

Trac D. Tran, Minh Dao, Sang Peter Chin, 2012, MILCOM 2012 - 2012 IEEE Military Communications Conference.

JOBS: Joint-Sparse Optimization from Bootstrap Samples

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2018, 2019 IEEE International Symposium on Information Theory (ISIT).

Local sensing with global recovery

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization pdf

Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou, 2017, IPMI.

An unsupervised dictionary learning algorithm for neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Dung N. Tran, 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).

Compressive coding via random replicate mirror

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Predicting local field potentials with recurrent neural networks

Emad N. Eskandar, Sang Peter Chin, Akshay Rangamani, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Scale Invariant Measure of Flatness for Deep Network Minima

Trac D. Tran, Sang Peter Chin, Akshay Rangamani, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).