Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators

Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari +4

The stringent requirements for the Deep Neural Networks (DNNs) accelerator's reliability stand along with the need for reducing the computational burden on the hardware platforms,…