DUTh: Architectural Improvements for Low-Power and Functional Safety of Dataflow CNN Accelerators using HLS

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Deep Convolution Neural Networks (CNNs) are dominant in modern Machine Learning (ML) applications. Their acceleration directly in hardware calls for a multifaceted approach that combines high-performance, energy efficiency, and functional …