GitHub

DDSP: Differentiable Digital Signal Processing

DDSP is a library of differentiable versions of common DSP functions (such as synthesizers, waveshapers, and filters). This allows these interpretable elements to be used as part of an deep learning ...
Frontiers

Multi-branch fusion graph neural network based on multi-head attention for childhood seizure detection

The most common manifestation of neurological disorders in children is the occurrence of epileptic seizures. In this study, we propose a multi-branch graph convolutional network (MGCNA) framework with ...
IEEE

Signal Flow Graphs as an Aid in Network Analysis

Abstract: Signal flow-graph techniques provide not only numeric but also symbolic expressions for network functions in terms of component parameters; these procedures are also useful in obtaining ...
Nature

Gearbox fault diagnosis method based on lightweight channel attention mechanism and transfer learning

At present, mechanical equipment is widely used in industrial production and intelligent manufacturing. However, the operation environment of mechanical equipment is complex in practical applications.
IEEE

Transform Matrix Approach for Path Gain in Signal Flow Graph

Abstract: Mason's gain formula can grow factorial because of growth in the enumeration of paths in a directed graph. Each of the (n - 2)! permutation of the intermediate vertices includes a path ...
GitHub

This example project is a reference implementation to showcase a number of best practices to use when building a new Angular SPA that leverages Backbase components and libraries.

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Nature

A graph neural network-based bearing fault detection method

Bearings are very important components in mechanical equipment, and detecting bearing failures helps ensure healthy operation of mechanical equipment and can prevent catastrophic accidents. Most of ...
Frontiers

Dynamic ECG signal quality evaluation based on persistent homology and GoogLeNet method

Heart disease is a serious threat to human health. According to the World Health Report 2021, by 2019, cancer, cardiovascular disease (CVD), diabetes, and chronic respiratory disease will be the main ...
Scientific Research Publishing

Analysis of Electronic Circuits with the Signal Flow Graph Method ()

Friedrich-Alexander-University Erlangen-Nuremberg, Chair of Reliable Circuits and Systems Paul-Gordan, Erlangen, Germany. There are various methods in the circuit technology to ca1culate transfer ...
PNAS

Generation of knock-in primary human T cells using Cas9 ribonucleoproteins

T-cell genome engineering holds great promise for cancer immunotherapies and cell-based therapies for HIV, primary immune deficiencies, and autoimmune diseases, but genetic manipulation of human T ...
ahajournals.org

Neuronal Production of Lipocalin-2 as a Help-Me Signal for Glial Activation

In vivo lipocalin-2 responses were assessed in rat focal cerebral ischemia and human stroke brain samples using a combination of ELISA and immunostaining. In vitro, microglia and astrocytes were ...
PNAS

Stability of graph communities across time scales

The complexity of biological, social, and engineering networks makes it desirable to find natural partitions into clusters (or communities) that can provide insight into the structure of the overall ...