The Impact of Soft Errors in Memory Units of Edge Devices Executing Convolutional Neural Networks.
Geancarlo AbichRafael GaribottiRicardo ReisLuciano OstPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2022)
Keyphrases
- convolutional neural networks
- convolutional network
- mobile devices
- edge detection
- edge detector
- memory requirements
- computing power
- error analysis
- multiple scales
- limited memory
- memory space
- speculative execution
- multiscale
- data corruption
- processing units
- smart phones
- embedded systems
- dynamic programming
- data streams