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Increasing demand for power-efficient, high- performance computing has spurred a growing number and diversity of hardware accelerators in mobile and server Systems on Chip (SoCs). This paper makes the case that the co-design of the accelerator...

This paper presents a 25mm^2 SoC in 16nm FinFET technology targeting flexible acceleration of compute intensive kernels in DNN, DSP and security algorithms. The SoC includes an always-on sub-system, a dual-core Arm A53 CPU cluster, an embedded FPGA array...

Always-on classifiers for sensor data require a very wide operating range to support a variety of real-time workloads and must operate robustly at low supply voltages. We present a 16nm always-on wake-up controller with a fully-connected (FC) Deep Neural...

Always-on subsystems in mobile/Internet of Things (IoT) SoCs process a variety of real-time sensor data deep neural network (DNN) classification workloads in a heavily constrained energy budget. This can be achieved with robust, low-voltage circuits, and...