Nature

Deep empirical neural network for optical phase retrieval over a scattering medium

Supervised learning, a popular tool in modern science and technology, thrives on huge amounts of labeled data. Physics-enhanced deep neural networks offer an effective solution to alleviate the data ...
Phys.org

Using geometry and physics to explain feature learning in deep neural networks

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...
Nature

Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images

Timely and effective diagnosis of fungal keratitis (FK) is necessary for suitable treatment and avoiding irreversible vision loss for patients. In vivo confocal microscopy (IVCM) has been widely ...
The Manila Times

WiMi Develops Quantum Convolutional Neural Network Model for Classical Data Classification

WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ('WIMI' or the 'Company'), a leading global Hologram Augmented Reality ('AR') Technology provider, has completed systematic benchmark testing on fully ...

VisionWave Holdings Files U.S. Patent Application for SDNN™ Symbiotic Deep Neural Network Architecture for Autonomous Defense and Intelligent Systems

VisionWave (Nasdaq: VWAV) (“VisionWave” or the “Company”), a technology company focused on advanced sensing, artificial intelligence, imaging, and autonomous technologies, today announced it files U.S ...
Booth School of Business

Paper Deep Neural Networks for Estimation and Inference

We study deep neural networks and their use in semiparametric inference. We establish novel rates of convergence for deep feedforward neural nets. Our new rates are sufficiently fast (in some cases ...
Ars Technica

How a stubborn computer scientist accidentally launched the deep learning boom

During my first semester as a computer science graduate student at Princeton, I took COS 402: Artificial Intelligence. Toward the end of the semester, there was a lecture about neural networks. This ...
Quanta Magazine

Novel Architecture Makes Neural Networks More Understandable

“Neural networks are currently the most powerful tools in artificial intelligence,” said Sebastian Wetzel, a researcher at the Perimeter Institute for Theoretical Physics. “When we scale them up to ...
Investorideas.com

Defense Tech Stock VisionWave Holdings (Nasdaq: VWAV) Files Provisional Patent for SDNN Symbiotic Neural Architecture

VisionWave Holdings (Nasdaq: VWAV) files provisional patent for SDNN(TM) Symbiotic Deep Neural Network, covering AI-driven ...
Electronic Design

Deploying Edge AI: From Concept to Production

MCUs are opening the field for extreme edge development, unveiling a new age of possibilities and solutions — especially with ...
Business Wire

DeepSig Announces Commercial Release of Industry’s First Neural Receiver Software for Open RAN 5G Networks

BARCELONA, Spain--(BUSINESS WIRE)--DeepSig, a pioneer in AI-native wireless communications, announced today at Mobile World Congress the general availability (GA) of its Gen 1 OmniPHY® 5G software.