FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks - Zhao, Kai; Di, Sheng; Li, Sihuan; Liang, Xin; Zhai, Yujia; Chen, Jieyang; Ouyang, Kaiming; Cappello, Franck; Chen, Zizhong (IEEE transactions on parallel and distributed systems, 2021)
Keywords: Algorithm-based fault tolerance; Algorithms; Artificial neural networks; Convolution; deep learning; Error correcting codes; Error correction; Error correction codes; Fault tolerance; Fault tolerant systems; High temperature; high-performance computing; Inference; Kernel; Mathematical model; Multiplication; Neural networks; reliability; Run time (computers); Runtime; Safety critical; silent data corruption; Soft errors; Workflow