Review
Open access
Aug 2026
Analysis of Research Progress on Deployment Methods for Deep Learning Models on FPGAs
A systematic review of FPGA-based DL deployment from a cross-layer perspective spanning model, compiler, architecture, runtime, and electronic design automation (EDA) is presented, highlighting that reliable cross-study comparison requires careful consideration of model configuration, precision, execution phase, batch...
Shuo Wang, Lei Chen, Chunsheng Tian et al.
· Electronics · 0 citations