Nature

A novel quantum convolutional neural network framework for quantum-enhanced classification of pixelated colour images

As image datasets grow in scale and complexity, classical convolutional neural networks (CNNs) increasingly face limitations in computational efficiency, scalability, and generalisation in low-data ...
Nature

Variational quantum enhanced deep transfer learning for small underwater aqua species image classification

Precise underwater classification of small aquaculture species is essential for sustainable fisheries management, biodiversity monitoring, and automated marine ecosystem analysis. But it is still a ...
Morningstar

WiMi Studies Hybrid Quantum-Classical Inception Neural Network Model for Image Classification

BEIJING, Feb. 18, 2026 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WiMi) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, proposed a brand-new ...
TMCnet

WiMi Achieves Breakthrough in Deep Convolutional Neural Network Technology Based on Quantum Parameterized Circuits

WiMi Hologram Cloud Inc. (NASDAQ: WiMi) ("WiMi" or the "Company") is a leading global Hologram Augmented Reality ("AR") Technology provider. A quantum deep convolutional neural network technology ...
Ars Technica

Quantum hardware may be a good match for AI

Concerns about AI’s energy use have a lot of people looking into ways to cut down on its power requirements. Many of these focus on hardware and software approaches that are pretty straightforward ...
American Institute of Physics

A better source of entangled photons for quantum imaging

Replacing the crystal used for generating entangled photons can significantly increase quantum imaging contrast.