1+ day, 7+ hour ago   (1212+ words) Ivy Delaney has been working with neural networks and machine learning since the mid-nineties, back when a couple of hidden layers and a long afternoon of training counted as ambitious. She has watched the field go from academic curiosity to…...

2+ day, 11+ hour ago   (913+ words) Dr. Donovan is a futurist and technology writer covering the quantum revolution. Where classical computers manipulate bits that are either on or off, quantum machines exploit superposition and entanglement to process information in ways that classical physics cannot. Dr. Donovan…...

2+ day, 11+ hour ago   (389+ words) Dr. Donovan is a futurist and technology writer covering the quantum revolution. Where classical computers manipulate bits that are either on or off, quantum machines exploit superposition and entanglement to process information in ways that classical physics cannot. Dr. Donovan…...

2+ day, 20+ hour ago   (708+ words) Ivy Delaney has been working with neural networks and machine learning since the mid-nineties, back when a couple of hidden layers and a long afternoon of training counted as ambitious. She has watched the field go from academic curiosity to…...

2+ day, 21+ hour ago   (1301+ words) Ivy Delaney has been working with neural networks and machine learning since the mid-nineties, back when a couple of hidden layers and a long afternoon of training counted as ambitious. She has watched the field go from academic curiosity to…...

3+ day, 2+ hour ago   (173+ words) Muhammad Ahsan Shakeel from Management Sciences and colleagues have shown that an amplitude-inspired quantum feature map maintains one hundred per cent test accuracy up to an error probability of 0.10 across depolarizing, bit-flip and phase-flip noise channels. Other tested feature maps…...

4+ day, 10+ hour ago   (253+ words) Reconstructing a full quantum Hamiltonian from an energy-dependent effective version was previously considered impossible, but it can now be achieved by reducing the problem to solving coupled polynomial algebraic equations. These findings disprove previous skepticism regarding such reconstructions detailed in…...

4+ day, 13+ hour ago   (663+ words) With a keen intuition for emerging technologies, The Neuron brings over 5 years of deep expertise to the AI conversation. Coming from roots in software engineering, they've witnessed firsthand the transformation from traditional computing paradigms to today's ML-powered landscape. Their hands-on…...

5+ day, 10+ hour ago   (768+ words) Channel prediction using quantum Gaussian process regression now extends beyond limited unitary evolutions to encompass systems of up to 64 qubits. Simulations reveal that a rescaled kernel overcomes previous limitations and restores accurate learning for larger, globally acting quantum channels as…...

1+ week, 1+ day ago   (734+ words) Can complex quantum operations be perfectly replicated given only limited information about how they work? New measurements demonstrate random, all-to-all two-local circuits undergo a clear shift in learnability at approximately log₂n + log₂(log₂n) layers deep. This precise threshold improves upon previous methods which…...