Nature

Improving sample classification by harnessing the potential of

NMR spectroscopy is a technology that is widely used in metabolomic studies. The information that these studies most commonly use from NMR spectra is the metabolite concentration. However, as well as ...
Nature

Classification of emotional stress and physical stress using a multispectral based deep feature extraction model

A classification model (Stress Classification-Net) of emotional stress and physical stress is proposed, which can extract classification features based on multispectral and tissue blood oxygen ...
GitHub

Signal processing and classification based on EMG data gathered from lower limb

After preprocessing of the data followed by a feature extraction procedure, the main goal is to compare several algorithms by their performance. Preprocessing includes filtering, noise elimination ...
IEEE

Knowledge-and-Data-Driven Learning for Multitask Signal Classification

Abstract: Signal classification plays a pivotal role in modern digital communications by ensuring efficient and secure data transmission across critical tasks, such as automatic modulation ...
IEEE

Signal Classification In Communication System Using Machine Learning

Abstract: In modern communication systems, signaling modulation type identification is crucial for effective spectrum usage, enhanced transmission quality, and adaptive methodologies. This work ...
Interesting Engineering on MSN

SIGINT: New RF platform achieves 85% real-time signal accuracy under one watt

Australia-based technology company BrainChip has launched a new hardware platform designed to classify radio ...
GitHub

Signal Classification Of RTL-SDR Acquired Data Using Machine Learning and Deep Learning

This project presents an end-to-end system for automatic radio signal classification using data captured from a Software Defined Radio (RTL-SDR) receiver. The system captures real-world radio signals ...

BrainChip Unveils Communication Reference Platform, Fueling Signal Intelligence at the Edge

BrainChip Holdings Ltd. (ASX: BRN, OTCQX: BRCHF, BCHPY), the first commercial producer of neuromorphic artificial intelligence technology, today announced the Akida Communication Reference Platform, a ...