The Reality of Digital Voice Operation Changed by "FreeDV RADE"

Astonishing] A New Era of Amateur Radio! AI Machine Learning VocoderAre you hesitant to try the latest digital communication modes because you think, "The settings look complicated and difficult," or ...

「FreeDV RADE」가 바꾸는 디지털 보이스 운용의 현실

[경악] 아마추어 무선의 신시대! AI 기계학습 보코더최신 디지털 통신 모드를 시도해보고 싶지만, "설정이 복잡하고 어려울 것 같다", "송신기 변경 신청이나 신고 등 번거로운 행정 절차가 필요한 것은 아닐까?"라며 주저하고 계시지는 않습니까? 그러한 무선가들의 현실적인 고민을 단번에 해결해 줄 획기적인 기술이 등장했습니다. 바로 기계학습(ML) 기술을 본 ...
GitHub

AutoEncoder vs. UNet: Comparative Analysis

"Investigate the difference between AutoEncoder and UNet. Modify the UNet model in GA8D.py to remove the skip connections. Run the trainer GA8E.py and the generator GA8F.py (with enough modifications, ...
IEEE

Temporal Autoencoder for Identification and Predictive Control of Nonlinear Dynamics based on Koopman Operator Theory

Abstract: This paper presents an approach to Model Predictive Control (MPC) for nonlinear systems by combining Koopman operator theory with autoencoder networks enhanced by temporal layers for ...
blog.csdn

【自动编码器3 异常检测 全python代码】Autoencoder Anomaly Detection

本内容遵循CC 4.0 BY-SA版权协议 自动编码器是一种特殊类型的神经网络，经过训练后可将其输入复制到输出。例如，给定一张手写数字图像，自动编码器首先将该图像编码为较低维度的潜在表示 ...
IEEE

Cyber Anomaly-Aware Distributed Voltage Control With Active Power Curtailment and DERs

Abstract: Operations of power distribution systems with Distributed Energy Resources (DERs) can be managed in scalable manner with advanced distributed control algorithms. Distributed algorithms ...
Frontiers

Deciphering tissue heterogeneity from spatially resolved transcriptomics by the autoencoder-assisted graph convolutional neural network

Spatially resolved transcriptomics (SRT) technologies, such as spatial transcriptomics (ST) (Ståhl et al., 2016), 10x Visium, and Slide-seqV2 (Stickels et al., 2021), can measure the transcript ...
Frontiers

Explore Protein Conformational Space With Variational Autoencoder

Molecular dynamics (MD) simulations have been actively used in the study of protein structure and function. However, extensive sampling in the protein conformational space requires large computational ...