An Energy-Efficient Accelerator Architecture with Serial Accumulation Dataflow for Deep CNNs

Mehdi Ahmadi, Shervin Vakili, J. M. Pierre Langlois

Convolutional Neural Networks (CNNs) have shown outstanding accuracy for many vision tasks during recent years. When deploying CNNs on portable devices and embedded systems, howeve…