Real Time Compressive Sensing Video Reconstruction in Hardware. - Garrick Orchard; Jie Zhang 063; Yuanming Suo; Minh Dao; Dzung T. Nguyen; Sang Chin 001; Christoph Posch; Trac D. Tran; Ralph Etienne-Cummings (IEEE J. Emerg. Sel. Topics Circuits Syst., 2012)

Energy-efficient two-stage Compressed Sensing method for implantable neural recordings. - Yuanming Suo; Jie Zhang 063; Ralph Etienne-Cummings; Trac D. Tran; Sang Chin 001 (BioCAS, 2013)

Video frame interpolation via weighted robust principal component analysis. - Minh Dao; Yuanming Suo; Sang Chin 001; Trac D. Tran (ICASSP, 2013)

Hierarchical sparse modeling using Spike and Slab priors. - Yuanming Suo; Minh Dao; Trac D. Tran; Umamahesh Srinivas; Vishal Monga (ICASSP, 2013)

Reconstruction of neural action potentials using signal dependent sparse representations. - Jie Zhang 063; Yuanming Suo; Srinjoy Mitra; Sang (Peter) Chin; Trac D. Tran; Refet Firat Yazicioglu; Ralph Etienne-Cummings (ISCAS, 2013)

Structured sparse representation with low-rank interference. - Minh Dao; Yuanming Suo; Sang (Peter) Chin; Trac D. Tran (ACSSC, 2014)

A dictionary learning algorithm for multi-channel neural recordings. - Tao Xiong; Yuanming Suo; Jie Zhang 063; Siwei Liu 004; Ralph Etienne-Cummings; Sang Chin 001; Trac D. Tran (BioCAS, 2014)

Live demonstration: A closed loop Compressive Sensing neural recording system. - Jie Zhang 063; Tao Xiong; Srinjoy Mitra; Yuanming Suo; Trac D. Tran; Refet Firat Yazicioglu; Ralph Etienne-Cummings (BioCAS, 2014)

Multi-task image classification via collaborative, hierarchical spike-and-slab priors. - Hojjat Seyed Mousavi; Umamahesh Srinivas; Vishal Monga; Yuanming Suo; Minh Dao; Trac D. Tran (ICIP, 2014)

Group structured dirty dictionary learning for classification. - Yuanming Suo; Minh Dao; Trac D. Tran; Hojjat Seyed Mousavi; Umamahesh Srinivas; Vishal Monga (ICIP, 2014)

Structured Dictionary Learning for Classification. - Yuanming Suo; Minh Dao; Umamahesh Srinivas; Vishal Monga; Trac D. Tran (CoRR, 2014)

Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings. - Yuanming Suo; Jie Zhang 063; Tao Xiong; Sang Peter Chin; Ralph Etienne-Cummings; Trac D. Tran (IEEE Trans. Biomed. Circuits Syst., 2014)

An Efficient and Compact Compressed Sensing Microsystem for Implantable Neural Recordings. - Jie Zhang 063; Yuanming Suo; Srinjoy Mitra; Sang (Peter) Chin; Steven Hsiao; Refet Firat Yazicioglu; Trac D. Tran; Ralph Etienne-Cummings (IEEE Trans. Biomed. Circuits Syst., 2014)

CMOS implementation of pixel-wise coded exposure imaging for insect-based sensor node. - Jie Zhang 063; Yuanming Suo; Chen Zhao; Trac D. Tran; Ralph Etienne-Cummings (BioCAS, 2015)

An unsupervised dictionary learning algorithm for neural recordings. - Tao Xiong; Jie Zhang 063; Yuanming Suo; Dung N. Tran; Ralph Etienne-Cummings; Sang Chin 001; Trac D. Tran (ISCAS, 2015)

Structured Sparse Priors for Image Classification. - Umamahesh Srinivas; Yuanming Suo; Minh Dao; Vishal Monga; Trac D. Tran (IEEE Trans. Image Process., 2015)

Communication Channel Analysis and Real Time Compressed Sensing for High Density Neural Recording Devices. - Jie Zhang 063; Kerron Duncan; Yuanming Suo; Tao Xiong; Srinjoy Mitra; Trac Duy Tran; Ralph Etienne-Cummings (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

Design of a Digital Address-Event Triggered Compressive Acquisition Image Sensor. - Hongjie Zhu; Milin Zhang 001; Yuanming Suo; Trac D. Tran; Jan Van der Spiegel (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)