Category Technology/Electronics

Novel Physical Reservoir Computing Device Mimics Human Synaptic Behavior for Efficient Edge AI Processing by Tokyo University of Science

The future of edge AI: Dye-sensitized solar cell-based synaptic device
The novel physical reservoir computing device with controllable time constants mimics human synaptic behavior for efficient edge AI processing. The device can accurately detect human movement while consuming significantly low power. Credit: Takashi Ikuno / Tokyo University of Science, Japan

Artificial intelligence (AI) is becoming increasingly useful for the prediction of emergency events such as heart attacks, natural disasters, and pipeline failures. This requires state-of-the-art technologies that can rapidly process data. In this regard, reservoir computing, specially designed for time-series data processing with low power consumption, is a promising option.

It can be implemented in various frameworks, among which physical reservoir computing (PRC) is the most popular...

Read More

Scientists discover ‘Toolkit’ to Fix DNA Breaks Associated with Aging, Cancer and Motor Neuron Disease

Experts discover toolkit to repair DNA breaks associated with aging, cancer and motor neuron disease
TEX264 acts at replication forks. Credit: Nature Communications (2020). DOI: 10.1038/s41467-020-15000-w

A new “toolkit” to repair damaged DNA that can lead to aging, cancer and motor neuron disease (MND) has been discovered by scientists at the Universities of Sheffield and Oxford.

Published in Nature Communications, the research shows that a protein called TEX264, together with other enzymes, is able to recognize and “eat” toxic proteins that can stick to DNA and cause it to become damaged. An accumulation of broken, damaged DNA can cause cellular aging, cancer and neurological diseases such as MND.

Until now, ways of repairing this sort of DNA damage have been poorly understood, but scientists hope to exploit this novel repair toolkit of proteins to protect us from aging, can...

Read More

Innovative Device could Power Electronics using Body Movements

Charge your phone just by moving your body
The new generator contains materials that are flexible, energy-efficient and relatively less expensive. Credit: University of Waterloo

A new technology that can generate electricity from vibrations or even small body movements means you could charge your laptop by typing or power your smartphone’s battery on your morning run.

Researchers at the University of Waterloo have developed a tiny, wearable generator in response to the urgent need for sustainable, clean energy. It is also scalable for larger machines. Their paper, “Breaking Dielectric Dilemma: Polymer Functionalized Perovskite Piezocomposite with Large Current Density Output,” is published in the November edition of Nature Communications.

“This is a real game changer,” said Dr...

Read More

Adobe announces development of SLM that can Run Locally on a Phone with No Cloud Connection

app
Credit: Pixabay/CC0 Public Domain

A small team of AI researchers at Adobe Inc., working with a colleague from Auburn University and another from Georgia Tech, has developed a small language model (SLM) that they claim can be run locally on a smart phone with no access to the cloud. The group has written a paper describing their new app, which they call SlimLM, and have posted it to the arXiv preprint server.

As LLM technology continues to mature, researchers across the globe continue to find new ways to improve it. In this new effort, the research team has found a way to cut the cord for a specific type of AI application—processing documents locally.

As LLMs such as ChatGPT become more popular, users have become more worried about privacy...

Read More