Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators.
Mahdi TaheriNatalia CherezovaMohammad Saeed AnsariMaksim JenihhinAli MahaniMasoud DaneshtalabJaan RaikPublished in: CoRR (2024)
Keyphrases
- systolic array
- reconfigurable architecture
- data flow
- fault tree
- parallel architecture
- computing systems
- fault detection
- fault diagnosis
- information processing
- error detection
- reliability analysis
- pattern recognition
- neural network
- training process
- database
- general purpose
- multi agent systems
- failure modes
- activation patterns
- computer vision