Investigating data representation for efficient and reliable Convolutional Neural Networks

Monocular Depth Perception on Microcontrollers for Edge Applications

(2021) Valentino Peluso et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Soft errors in DNN accelerators: A comprehensive review

(2020) Younis Ibrahim et al.   MICROELECTRONICS RELIABILITY

Are CNNs Reliable Enough for Critical Applications? An Exploratory Study

(2019) Mohamed A. Neggaz et al.   IEEE Design & Test

Fault and Error Tolerance in Neural Networks: A Review

(2017) Cesar Torres-Huitzil et al.   IEEE Access

A Survey of Techniques for Approximate Computing

(2016) Sparsh Mittal   ACM COMPUTING SURVEYS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE