Research Output per year
Research Output 2014 2017
2017
Efficient parallel optimization of volume meshes on heterogeneous computing systems
Cheng, Z., Shaffer, E., Yeh, R., Zagaris, G. & Olson, L., Oct 1 2017, In : Engineering with Computers. 33, 4, p. 717-726 10 p.Research output: Contribution to journal › Article
Parallel Optimization
Heterogeneous Computing
Optimization Methods
Derivative-free Optimization
Mesh
High-performance video content recognition with long-term recurrent convolutional network for FPGA
Zhang, X., Liu, X., Ramachandran, A., Zhuge, C., Tang, S., Ouyang, P., Cheng, Z., Rupnow, K. & Chen, D., Oct 2 2017, 2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017. Gohringer, D., Stroobandt, D., Mentens, N., Santambrogio, M. & Nurmi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 8056833. (2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Field programmable gate arrays (FPGA)
Neural networks
Data storage equipment
Network layers
Convolution
Machine learning on FPGAs to face the IoT revolution
Zhang, X., Ramachandran, A., Zhuge, C., He, D., Zuo, W., Cheng, Z., Rupnow, K. & Chen, D., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 894-901 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning systems
Field programmable gate arrays (FPGA)
Energy efficiency
Acoustic waves
Network layers
Machine learning on FPGAs to face the IoT revolution
Zhang, X., Ramachandran, A., Zhuge, C., He, D., Zuo, W., Cheng, Z., Rupnow, K. & Chen, D., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 819-826 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning systems
Field programmable gate arrays (FPGA)
Energy efficiency
Acoustic waves
Network layers
Using approximated auditory roughness as a pre-filtering feature for human screaming and affective speech AED
He, D., Cheng, Z., Hasegawa-Johnson, M. & Chen, D., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 1914-1918 5 p.Research output: Contribution to journal › Conference article
Event Detection
Roughness
Filtering
Surface roughness
Accumulate
2014
Efficient GPU-based optimization of volume meshes
Shaffer, E., Cheng, Z., Yeh, R., Zagaris, G. & Olson, L., Jan 1 2014, Parallel Computing: Accelerating Computational Science and Engineering (CSE). IOS Press BV, p. 285-294 10 p. (Advances in Parallel Computing; vol. 25).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Hardware
Graphics processing unit
Experiments