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New federated learning algorithm enables private, robust, and fast AI development

Three heads are better than one. Versions of this proverb are found worldwide and throughout history. Yet in the race to ...
IEEE

Intelligent Omni-Surface-Aided Integrated Sensing and Communications Based on Deep Reinforcement Learning With Knowledge Transfer

Abstract: This paper investigates an intelligent omni-surface (IOS)-assisted integrated sensing and communication (ISAC) system, where a base station provides both target sensing and communication ...
GitHub

What is Deep Learning?

Deep learning is a subset of machine learning that uses multi-layer neural networks to find patterns in complex, unstructured data like images, text, and audio. What sets deep learning apart is its ...
IEEE

Synthesis of Reconfigurable Intelligent Surface Patterns With Deep Reinforcement Learning

Abstract: We propose a deep reinforcement learning (RL) method for 3-D field pattern synthesis and first demonstrate it on a 1-bit reconfigurable intelligent surface (RIS). Desired patterns are ...
Beebom

What is Deep Learning in AI? Understanding How AI Really Works

Deep learning uses multi-layered neural networks that learn from data through predictions, error correction and parameter adjustments. It started with the ...
Frontiers

Living and learning with a blind mind’s eye: college students with aphantasia

Aphantasia, the inability to voluntarily generate visual mental imagery, affects approximately 2–5% of the population. The current study investigated how college students with aphantasia navigate ...
The New York Times

A Deep-Sea Fish of Nightmares Strays Into Shallow Waters

A scary-looking creature with “devil” in its name was spotted close to the surface off Tenerife, a Spanish island. By Victor Mather Strange things live in the depths of the ocean. Even the light of ...
Frontiers

Global surface eddy mixing ellipses: spatio-temporal variability and machine learning prediction

Mesoscale eddy mixing significantly influences ocean circulation and climate system. Coarse-resolution climate models are sensitive to the specification of eddy diffusivity tensor. Mixing ellipses, ...