Tiny neural network search and implementation for embedded FPGA: a software-hardware co-design approach

• Published in: 2021 IEEE Asian Solid-State Circuits Conference (A-SSCC) pp. 1 - 3
• Main Authors: Bai, Jinyu, Fan, Yunqian, Sun, Sifan, Kang, Wang, Zhao, Weisheng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 07.11.2021
• Subjects: Artificial intelligence; Artificial neural networks; Conferences; Energy efficiency; Memory management; Solid state circuits; System-on-chip

Embedded FPGA has been widely adopted as a hardware platform for implementing artificial intelligence (AI) systems on the edge due to its flexibility, versatility and efficiency. In general, there are three steps to deploy edge AI algorithms on embedded FPGAs (Fig. 1a): (a) manually train a neural n...