Research Output per year
Fingerprint Dive into the research topics where Fengbo Ren is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Field programmable gate arrays (FPGA)
Engineering & Materials Science
Random access storage
Engineering & Materials Science
Data storage equipment
Engineering & Materials Science
Tunnel junctions
Engineering & Materials Science
Compressive Sensing
Mathematics
Health
Engineering & Materials Science
Throughput
Engineering & Materials Science
Engines
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2010 2018
1
Citation
(Scopus)
A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing
Li, Y., Liu, Z., Liu, W., Jiang, Y., Wang, Y., Goh, W. L., Yu, H. & Ren, F., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Industrial Electronics.Research output: Contribution to journal › Article
Particle accelerators
Energy efficiency
Servers
Throughput
Architectural design
1
Citation
(Scopus)
A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection
Feng, Y., Yang, F., Zhou, X., Guo, Y., Tang, F., Ren, F., Guo, J. & Ji, S., May 11 2018, (Accepted/In press) In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.Research output: Contribution to journal › Article
Prostate Cancer
Ultrasound
Ultrasound Image
Prostatic Neoplasms
Ultrasonics
10
Citations
(Scopus)
A GPU-outperforming FPGA accelerator architecture for binary convolutional neural networks
Li, Y., Liu, Z., Xu, K., Yu, H. & Ren, F., Jul 1 2018, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 2, 3154839.Research output: Contribution to journal › Article
Particle accelerators
Field programmable gate arrays (FPGA)
Neural networks
Energy efficiency
Throughput
5
Citations
(Scopus)
CSVideoNet: A real-time end-to-end learning framework for high-frame-rate video compressive sensing
Xu, K. & Ren, F., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1680-1688 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Decoding
Signal to noise ratio
Cameras
Recovery
Processing
LAPRAN: A scalable laplacian pyramid reconstructive adversarial network for flexible compressive sensing reconstruction
Xu, K., Zhang, Z. & Ren, F., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 491-507 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Compressive Sensing
Pyramid
Image reconstruction
Fidelity
Image Reconstruction
Projects 2016 2022
CAREER - Building Energy-Efficient IoT FrameworksA DataDriven and Hardware-Friendly Approach Tailored for Wearable Applications
National Science Foundation (NSF)
2/15/17 → 1/31/22
Project: Research project
II-New - GEARS - An Infrastructure for Energy-Efficient Big Data Research on Heterogenous and Dynamic Data
Zhao, M., Candan, K., Liu, H., Davulcu, H., Li, B., Maciejewski, R. & Ren, F.
NSF-CISE: Computer and Network Systems (CNS)
9/1/16 → 8/31/20
Project: Research project
Towards Energy-Efficient and Intelligent Internet of Things (IoT) A System Framework from Data Compression to Decision Making
6/20/18 → 9/1/19
Project: Research project
Neural Network Based Video Compression: A Real-time End-to-end Learning Framework for HighFrame-Rate Camera
3/5/18 → 3/4/19
Project: Research project