Projects per year
Personal profile
Research Interests
Digital IP Authoring, VLSI/IC Design, Signal Processing Architecture Design, Image and Video Signal Processing, Computer Architecture Design
Experience
Education/Academic qualification
PhD, National Chiao Tung University
External positions
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Projects
使用記憶體運算技術之協同式人工神經網路計算平台(3/4)
1/01/20 → 31/12/20
Project: Government Ministry › Ministry of Science and Technology
教育部智慧聯網技術與應用人才培育計畫--智慧運輸電子應用聯盟-課程(模組)發展計畫：深度學習於智慧汽車應用
1/04/19 → 31/03/20
Project: Government Ministry › Ministry of Education(Include School)
使用記憶體運算技術之協同式人工神經網路計算平台(2/4)
1/01/19 → 29/02/20
Project: Government Ministry › Ministry of Science and Technology
Collaborative Artificial Neural Network Computing Platform Using In-memory-processing Technique
1/01/18 → 28/02/19
Project: Government Ministry › Ministry of Science and Technology
Deep Learning on Smart Car Applications
6/11/17 → 31/03/19
Project: Government Ministry › Ministry of Education(Include School)
Research Output
Determining motions with an IMU during level walking and slope and stair walking
Chen, W. H., Lee, Y. S., Yang, C. J., Chang, S. Y., Shih, Y., Sui, J. D., Chang, T-S. & Shiang, T. Y., 2 Jan 2020, In : Journal of Sports Sciences. 38, 1, p. 62-69 8 p.Research output: Contribution to journal › Article
VWA: Hardware Efficient Vectorwise Accelerator for Convolutional Neural Network
Chang, K. W. & Chang, T-S., Jan 2020, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 67, 1, p. 145-154 10 p., 8854849.Research output: Contribution to journal › Article
Deep Gait Tracking with Inertial Measurement Unit
Sui, J. D. & Chang, T. S., Nov 2019, In : IEEE Sensors Letters. 3, 11, 8871330.Research output: Contribution to journal › Article
NV-BNN: An accurate deep convolutional neural network based on binary STT-MRAM for adaptive ai edge
Chang, C. C., Wu, M. H., Lin, J. W., Li, C. H., Parmar, V., Lee, H. Y., Wei, J. H., Sheu, S. S., Suri, M., Chang, T-S. & Hou, T-H., 2 Jun 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a30. (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Run time adaptive network slimming for mobile environments
Chiu, H. M., Lin, K. C. & Chang, T-S., 26 May 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8701884. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution