10+ hour, 52+ min ago  (1438+ words) Training a quantum computer typically takes hours, but a new technique reduces this to mere minutes on a five-qubit system. By directly training the underlying matrices, rather than individual quantum gates, and then reconstructing a circuit, researchers have achieved a…...

10+ hour, 51+ min ago  (11+ words) Quantum Networks Train And Classify Images With 99% Binary Accuracy  Quantum Zeitgeist...

15+ hour, 25+ min ago  (1097+ words) Quantum Zeitgeist is a leading independent news source covering quantum computing breakthroughs, industry developments, and research advances. Established in 2018, we provide daily analysis of quantum technology's impact on computing, cryptography, and scientific innovation. D-Wave’s quantum system recently solved a complex…...

3+ day, 14+ hour ago  (1289+ words) Before now, machine learning models for quantum systems relied on either perfect data or retraining for every new environment. This work demonstrates a method that improves performance on both quantum phase and entanglement classification by adapting to imperfect data using…...

4+ day, 15+ hour ago  (1378+ words) QCNNs Classically Simulable Up To 1024 Qubits  Quantum Zeitgeist Quantum convolutional neural networks (QCNNs), a leading architecture in quantum machine learning, are demonstrably classically simulable up to 1024 qubits. Researchers found that these networks, inspired by their classical counterparts and used to…...

1+ week, 2+ day ago  (919+ words) Boston University will utilize artificial intelligence and machine learning to analyze genomic, biomarker, and cognitive data, seeking to improve Alzheimer’s disease prevention and drug discovery. This effort aims to address challenges stemming from the high failure rate of clinical trials…...

1+ week, 2+ day ago  (1362+ words) Can quantum computers accurately model systems at temperatures where thermal noise overwhelms the signal? A new algorithm achieves this by scaling circuit depth linearly with system size, requiring only single-qubit rotations and nearest-neighbour CNOT gates for n modes. This delivers…...

1+ week, 3+ day ago  (1395+ words) Confined Waves Shrink To Just 0.75 Units With New Material Design  Quantum Zeitgeist Fumitatsu Iwase and colleagues at Tokyo Medical University present a new inverse design strategy to enhance spatial confinement of topological π-modes in one-dimensional nonperiodic systems. The strategy addresses…...

1+ week, 5+ day ago  (1137+ words) Can complex-energy braids, knotted structures formed by the energy levels of quantum systems, be reliably characterised without complex experimental analysis. A new machine learning framework, utilising Transformer networks, simultaneously determines both the topological properties of these braids and the band…...

2+ week, 16+ hour ago  (682+ words) A new documentary from the filmmakers behind *Everything Everywhere All at Once* and *Navalny* examines the potential risks associated with artificial intelligence. The film follows a father-to-be as he explores the implications of this powerful technology and what could happen…...