Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, 127 West Youyi Road, Xi’an 710072, China ...
Abstract: Sparsity, as an intrinsic property of convolutional neural networks (CNNs), has been widely employed for hardware acceleration, and many customized accelerators tailored for sparse weights ...
Simulation of GEMM and convolution (as im2col) operations Analytical compute cycles validated by RTL simulation Separate double-buffered memory modeling for Input, Filter and Output matrices ...
5 Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA 6 Department of Health Policy and Management, UCLA Fielding School ...
Left ventricular (LV) systolic dysfunction is associated with a >8-fold increased risk of heart failure and a 2-fold risk of premature death. The use of ECG signals in screening for LV systolic ...
This repository includes a pure Vitis HLS implementation of matrix-matrix multiplication (A*B=C) for Xilinx FPGAs, using Xilinx Vitis to instantiate memory and PCIe controllers and interface with the ...
The hypertrophic cardiomyopathies include several diseases with different etiologies, all of which are characterized by abnormal thickening of the myocardium, most commonly in the interventricular ...
Abstract: The ubiquitous application of deep neural networks (DNNs) has led to a rise in demand for artificial intelligence (AI) accelerators. For example, the tensor processing unit from Google–based ...
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