新一代动态可重构处理器技术，用于加速嵌入式 AI 应用

(6/2018) New Generation Dynamically Reconfigurable Processor Technology for Accelerating Embedded AI Applications (新一代动态可重构处理器技术，用于加速嵌入式 AI 应用)

作者: Taro Fujii; Takao Toi; Teruhito Tanaka; Katsumi Togawa; Toshiro Kitaoka; Kengo Nishino; Noritsugu Nakamura; Hiroki Nakahara; Masato Motomura;
期刊: （发表日期: 6/2018）
期刊分区:
本地链接: Fujii 等 - 2018 - New Generation Dynamically Reconfigurable Processor Technology for Accelerating Embedded AI Applicat.pdf
DOI: 10.1109/VLSIC.2018.8502438
摘要: We have developed 3rd generation DRP, dynamically reconfigurable processor, for accelerating deep neural networks (DNNs) in embedded micro-processor systems. A DRP unit (supporting 16b FP from this generation) and a newly designed multiply-and-accumulate (MAC) unit are tightly integrated into an STP-3 AI core to achieve high versatility, high performance, and low latency DNN processing. The co