IEEE

VLSI Architecture Design for Compact Shortcut Denoising Autoencoder Neural Network of ECG Signal

Abstract: The Electrocardiogram (ECG) test detects and records cardiac-related electrical activity of the heart. The ECG test identifies and documents cardiac-related electrical activity in the heart.
GitHub

Learning-Based Reconstruction of FRI Signals

This repository contains the code and pretrained models for "Learning-Based Reconstruction of FRI Signals" (TSP' 23; arxiv). The code consists of two different learning-based FRI models: Deep Unfolded ...
Scientific Research Publishing

End-to-End Auto-Encoder System for Deep Residual Shrinkage Network for AWGN Channels ()

1 School of Mathematical Sciences, Guizhou Normal University, Guiyang, China. 2 School of Big Data and Computer Science, Guizhou Normal University, Guiyang, China. With the rapid development of deep ...
Microsoft

Project Z-Code

Project Z-Code is a component of Microsoft’s larger XYZ-code initiative to combine AI models for text, vision, audio, and language. Z-code supports the creation of AI systems that can speak, see, hear ...
IEEE

Stacked Denoising Autoencoder Enhanced Polar Codes Over Rayleigh Fading Channels

Abstract: Polar codes, with low encoding/decoding complexity and capacity-achieving potential, have drawn much attention recently. It is very critical to study the impact of fading on polar codes ...
GitHub

Denoising Spatially Resolved Transcriptomics with Consistence of Heterogeneous Spatial Coordinates, Transcription and Morphology

Spatially resolved transcriptomics (SRT) simultaneously captures spatial coordinates, pathological features, and transcriptional profiles of cells within intact tissues, offering unprecedented ...