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Research News

New Publication JETC'18

October 24, 2017

Yixing's paper "A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks", co-authored with Prof. Hao Yu (Southern University of Science and Technology of China), will appear in the Special Issue on Frontiers of Hardware and Algorithms for On-chip Learning​ ​of the ​​ACM Journal on Emerging Technologies in Computing (JETC).

Link: Paper | Research Projects: A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks

New Publication ICASSP'17

December 12, 2016

Kai Xu's paper "A Data-Driven Compressive Sensing Framework Tailored for Energy-efficient Wearable Sensing" is accepted to the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'17).

Link: Paper | Research Projects: A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing

New Publication NIPS'16

December 9, 2016

Our paper "A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing", co-authored with Prof. Hao Yu (Nanyang Technological University), is presented in the Workshop on Efficient Methods for Deep Neural Networks at the Neural Information Processing Systems Conference (NIPS'16).

Link: Paper | Research Projects: A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing

New Publication TBioCAS'16

July 3, 2016

Yuhao Wang's paper "Data-driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing", co-authored with Prof. Hao Yu (Nanyang Technological University) and Prof. Xin Li (CMU), will appear in IEEE Transactions on Biomedical Circuits and Systems (TBioCAS).

Link: Paper | Research Projects: A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing

New Publication ISPD'16

April 3, 2016

Our paper "A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data", co-authored with Prof. Hao Yu (Nanyang Technological University), is presented at the International Symposium on Physical Design (ISPD'16).

Link: Paper |

New Publication EL'16

March 17, 2016

Our paper "9-bit time–digital-converter-assisted Compressive-sensing Analogue–digital-converter with 4 GS/s Equivalent Speed", co-authored with Prof. M.-C. F. Chang (UCLA), is published in IET Electronics Letters (EL).

Link: Paper |

New Publication TCAS-II'16

March 4, 2016
Our paper "An 8-Bit Compressive Sensing ADC With 4GS/s Equivalent Speed Utilizing Self-Timed Pipeline SAR-Binary-Search", co-authored with Prof. M.-C. F. Chang (UCLA), is published in IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II).
 
Link: Paper |

New Publication ICASSP'16

December 21, 2015

Kai Xu's paper "An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-Term Wireless Health Monitoring" is accepted to the 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'16).

Link: Paper | Research Projects: An Energy-efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-Term Wireless Health Monitoring

New Publication JSSC'15

September 12, 2015

Prof. Ren's invited paper "A Configurable 12–237 kS/s 12.8 mW Sparse-Approximation Engine for Mobile Data Aggregation of Compressively Sampled Physiological Signals", co-authored with Prof. Dejan Marković (UCLA), will appear in the January special issue of IEEE Journal of Solid-State Circuits (JSSC).  

Link: Paper | Research Projects: Scalable VLSI Architectures for Sparse Approximation

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