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AI Overcomes Stumbling Block on Brain-Inspired Hardware

February 17, 2022

Algorithms that use the brain’s communication signal can now work on analog neuromorphic chips, which closely mimic our energy-efficient brains.

Machine Learning Becomes a Mathematical Collaborator

February 15, 2022

Two recent collaborations between mathematicians and DeepMind demonstrate the potential of machine learning to help researchers generate new mathematical conjectures.

Computer Scientists Prove Why Bigger Neural Networks Do Better

February 10, 2022

Two researchers show that for neural networks to be able to remember better, they need far more parameters than previously thought.

Quantum Complexity Tamed by Machine Learning

February 7, 2022

If only scientists understood exactly how electrons act in molecules, they’d be able to predict the behavior of everything from experimental drugs to high-temperature superconductors. Following decades of physics-based insights, artificial intelligence systems are taking the next leap.

Machine Learning Gets a Quantum Speedup

February 4, 2022

Two teams have shown how quantum approaches can solve problems faster than classical computers, bringing physics and computer science closer together.

Researchers Build AI That Builds AI

January 25, 2022

By using hypernetworks, researchers can now preemptively fine-tune artificial neural networks, saving some of the time and expense of training.

Computer Scientists Eliminate Pesky Quantum Computations

January 19, 2022

For years, intermediate measurements made it hard to quantify the complexity of quantum algorithms. New work establishes that those measurements aren’t necessary after all.

Qubits Can Be as Safe as Bits, Researchers Show

January 6, 2022

A new result shows that quantum information can theoretically be protected from errors just as well as classical information can.

The Year in Math and Computer Science

December 23, 2021

Mathematicians and computer scientists answered major questions in topology, set theory and even physics, even as computers continued to grow more capable.

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