deep learning Archives

IBM Research unveils breakthrough analog AI chip for efficient deep learning

IBM Research has unveiled a groundbreaking analog AI chip that demonstrates remarkable efficiency and accuracy in performing complex computations for deep neural networks (DNNs).

This breakthrough, published in a recent paper in Nature Electronics, signifies a significant stride towards achieving high-performance AI computing while substantially conserving energy.

The traditional approach of executing deep neural networks on conventional digital computing architectures...

11 August 2023 | Artificial Intelligence

Damian Bogunowicz, Neural Magic: On revolutionising deep learning with CPUs

AI News spoke with Damian Bogunowicz, a machine learning engineer at Neural Magic, to shed light on the company’s innovative approach to deep learning model optimisation and inference on CPUs.

One of the key challenges in developing and deploying deep learning models lies in their size and computational requirements. However, Neural Magic tackles this issue head-on through a concept called compound sparsity.

Compound sparsity combines techniques such as...

24 July 2023 | Artificial Intelligence

OpenAI’s GPT-3 is a convincing philosopher

A study has found that OpenAI’s GPT-3 is capable of being indistinguishable from a human philosopher.

The now infamous GPT-3 is a powerful autoregressive language model that uses deep learning to produce human-like text.

Eric Schwitzgebel, Anna Strasser, and Matthew Crosby set out to find out whether GPT-3 can replicate a human philosopher.

The team “fine-tuned” GPT-3 based on philosopher Daniel Dennet’s corpus. Ten philosophical questions were then...

27 July 2022 | Applications

President Zelenskyy deepfake asks Ukrainians to ‘lay down arms’

A deepfake of President Zelenskyy calling on citizens to “lay down arms” was posted to a hacked Ukrainian news website and shared across social networks.

The deepfake purports to show Zelenskyy declaring that Ukraine has “decided to return Donbas” to Russia and that his nation’s efforts had failed.

Following an alleged hack, the deepfake was first posted to a Ukrainian news site for TV24. The deepfake was then shared across social networks, including Facebook...

17 March 2022 | Deep & Reinforcement Learning

Intel boosts AI inferencing for developers with OpenVINO 2022.1

Intel has unveiled a major new version of OpenVINO to boost AI inferencing performance for developers.

Hundreds of thousands of developers have used OpenVINO to deploy AI workloads at the edge. Features added to OpenVINO 2022.1 are based on three-and-a-half years of developer feedback, according to Intel.

Adam Burns, VP of OpenVINO Developer Tools in the Network and Edge Group at Intel, said:

“The latest release of OpenVINO 2022.1 builds on more than...

25 February 2022 | Development

BT uses epidemiological modelling for new cyberattack-fighting AI

BT is deploying an AI trained on epidemiological modelling to fight the increasing risk of cyberattacks.

The first mathematical epidemic model was formulated and solved by Daniel Bernoulli in 1760 to evaluate the effectiveness of variolation of healthy people with the smallpox virus. More recently, such models have guided COVID-19 responses to keep the health and economic damage from the pandemic as minimal as possible.

Now security researchers from BT Labs in Suffolk...

12 November 2021 | Artificial Intelligence

Luka Crnkovic-Friis, CEO, Peltarion: The democratisation of AI

As AI models become increasingly refined, organisations are starting to notice the diverse range of solutions they can provide across not just data science teams but all departments of a company.

Despite this, scaling AI solutions across a company is an extremely expensive and complex venture that most firms would struggle to see a return on investment from. In a market where AI has so much to offer but with such large costs, Peltarion is striving to bridge the gap enterprises...

24 August 2021 | Artificial Intelligence

Baidu debuts Brain 7.0 alongside mass production of Kunlun II chip

Baidu has debuted version 7.0 of its open AI platform Brain alongside reporting that mass production has begun of its second-gen Kunlun chip.

The tech giant is often considered as “China’s Google” and, just like its Western counterpart, is one of the largest AI companies in the world.

"AI technology is growing increasingly complex, and integrated innovation has made AI more powerful," said Haifeng Wang, CTO of Baidu.

“As AI technology plays an expanding...

19 August 2021 | Deep & Reinforcement Learning

A(I)hoy, mateys: IBM’s crewless ocean research ship to launch ‘very soon’

IBM’s crewless AI-powered ship is due to begin roaming the oceans this month, collecting vital data about something we still know incredibly little about.

Humans have travelled the sea in some form for tens of thousands of years—with the earliest crossings occurring around 53,000 to 65,000 years ago (when Australo-Melanesian populations migrated into the Sahul landmass – known today as Australia and New Guinea – from what used to be the Sundaland...

15 September 2020 | Robotics

Deep learning is being used to predict critical COVID-19 cases

Researchers from Tencent, along with other Chinese scientists, are using deep learning to predict critical COVID-19 cases.

Scientists around the world are doing incredible work to increase our understanding of COVID-19. Thanks to their findings, existing medications have been discovered to increase the likelihood of surviving the virus.

Unfortunately, there are still fatalities. People with weakened immune systems or underlying conditions are most at risk, but it’s a...