Negative Feedback Training: A Novel Concept to Improve Robustness of NVCIM DNN Accelerators

Compute-in-memory (CIM) accelerators built upon non-volatile memory (NVM) devices excel in energy efficiency and latency when performing Deep Neural Network (DNN) inference, thanks to their in-situ data processing capability. However, the stochastic nature and intrinsic variations of NVM devices oft...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Qin, Yifan, Yan, Zheyu, Wen, Wujie, Hu, Xiaobo Sharon, Shi, Yiyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Hardware Architecture Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!