Machine learning & AI

AI models are powerful, but are they biologically plausible?

Artificial neural networks, ubiquitous machine-learning models that can be trained to complete many tasks, are so called because their architecture is inspired by the way biological neurons process information in the human ...

Electronics & Semiconductors

Developing technology to mimic the function of skin

Scientists at UNSW Sydney have combined artificial synapses with advanced sensors to mimic the properties of human skin, in new research published in Advanced Functional Materials.

Hardware

Exploring the details of an energy-saving AI chip

Hussam Amrouch has developed an AI-ready architecture that is twice as powerful as comparable in-memory computing approaches. As reported in the journal Nature Communications, the professor at the Technical University of ...

Computer Sciences

Training machines to learn more like humans do

Imagine sitting on a park bench, watching someone stroll by. While the scene may constantly change as the person walks, the human brain can transform that dynamic visual information into a more stable representation over ...

Machine learning & AI

A path to human-like machine intelligence

Artificial and machine intelligence are changing the way we live more and more each day. Manufacturing robots, self-driving cars, and virtual travel booking agents are just a few examples of how these technologies have permeated ...

Electronics & Semiconductors

Artificial nanofluidic synapses can store computational memory

Memory, or the ability to store information in a readily accessible way, is an essential operation in computers and human brains. A key difference is that while brain information processing involves performing computations ...

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