معرفی
Dr. Tiantai Deng is a Lecturer in Electronics and Digital Systems at the School of Electrical and Electronic Engineering, University of Sheffield (since 2021). His industrial background includes a senior research engineer role at HiSilicon/Huawei, where he focused on hardware architecture design for CNN, GEMM, and image/video processing on FPGAs/ASICs.
- Education: BEng, MSc, PhD
Research interests span FPGA-based hardware acceleration, sparse processing architecture for CNN/GEMM, number system design, approximation computing, and high-level design environments. His work integrates algorithm-hardware co-optimization for efficiency in AI and mathematical computing.
Recent publications emphasize neurodynamic systems for opinion modeling, parallel processing elements for ODE/AI acceleration, and low-power FPGA implementations for clustering/modulation classification. Earlier work addressed combustion dynamics and image processing pipelines.
Contact: t.deng@sheffield.ac.uk | Office: G108, Sir Frederick Mappin Building, Sheffield S1 3JD | ORCID 0000-0003-4507-5746
