ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference. Its features include the following: ONNXim requires ONNX graph files (.onnx) to simulate DNN models. We provide ...

Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, 127 West Youyi Road, Xi’an 710072, China ...

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 ...

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 ...

Abstract: Deep learning applications have become ubiquitous in today’s era and it has led to vast development in machine learning (ML) accelerators. Systolic arrays have been a primary part of ML ...

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 ...

In cardiomyocytes, nuclear calcium is involved in regulation of transcription and, thus, remodeling. The cellular mechanisms regulating nuclear calcium, however, remain elusive. Therefore, the aim of ...