neural network 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

Google no longer accepts deepfake projects on Colab

Google has added “creating deepfakes” to its list of projects that are banned from its Colab service.

Colab is a product from Google Research that enables AI researchers, data scientists, or students to write and execute Python in their browsers.

With little fanfare, Google added deepfakes to its list of banned projects.

Deepfakes use generative neural network architectures – such as autoencoders or generative adversarial networks (GANs) – to manipulate...

31 May 2022 | Deep & Reinforcement Learning

Kendrick Lamar uses deepfakes in latest music video

American rapper Kendrick Lamar has made use of deepfakes for his latest music video.

Deepfakes use generative neural network architectures – such as autoencoders or generative adversarial networks (GANs) – to manipulate or generate visual and audio content.

Lamar is widely considered one of the greatest rappers of all time. However, he’s regularly proved his creative mind isn’t limited to his rapping talent.

For his track ‘The Heart Part 5’,...

9 May 2022 | Deep & Reinforcement Learning

UK considers blocking Nvidia’s $40B acquisition of Arm

Bloomberg reports the UK is considering blocking Nvidia’s $40 billion acquisition of Arm over national security concerns.

Over 160 billion chips have been made for various devices based on designs from Arm. In recent years, the company has added AI accelerator chips to its lineup for neural network processing.

In the wake of the proposed acquisition, Nvidia CEO Jensen Huang said:

“ARM is an incredible company and it employs some of the greatest engineering...

4 August 2021 | Companies

Aussie court rules AIs can be credited as inventors under patent law

A federal court in Australia has ruled that AI systems can be credited as inventors under patent law in a case that could set a global precedent.

Ryan Abbott, a professor at University of Surrey, has launched over a dozen patent applications around the world – including in the UK, US, New Zealand, and Australia – on behalf of US-based Dr Stephen Thaler.

The twist here is that it’s not Thaler which Abbott is attempting to credit as an inventor, but rather his AI...

3 August 2021 | Legislation & Government

Apple considers using ML to make augmented reality more useful

A patent from Apple suggests the company is considering how machine learning can make augmented reality (AR) more useful.

Most current AR applications are somewhat gimmicky, with barely a handful that have achieved any form of mass adoption. Apple’s decision to introduce LiDAR in its recent devices has given AR a boost but it’s clear that more needs to be done to make applications more useful.

A newly filed patent suggests that Apple is exploring how machine learning...

22 July 2021 | Apple

MIT researchers develop AI to calculate material stress using images

Researchers from MIT have developed an AI tool for determining the stress a material is under through analysing images.

The pesky laws of physics have been used by engineers for centuries to work out – using complex equations – the stresses the materials they’re working with are being put under. It’s a time-consuming but vital task to prevent structural failures which could be costly at best or cause loss of life at worst.

“Many generations of mathematicians...

22 April 2021 | Deep & Reinforcement Learning

Q&A: Netra.ai uses Intel technologies to identify diabetic retinopathy

Netra.ai, a solution developed by Leben Care and the Sankara Eye Foundation, is using Intel technologies to identify diabetic retinopathy in minutes.

India has one of the largest diabetic populations in the world with around 65 million people suffering from the disease. Eye damage caused by diabetes, known as diabetic retinopathy (DR), is estimated will affect around one-third of sufferers.

Dr. Kaushik Murali, President Medical Administration, Quality & Education at...

11 March 2021 | Healthcare

OpenAI’s latest neural network creates images from written descriptions

OpenAI has debuted its latest jaw-dropping innovation, an image-generating neural network called DALL·E.

DALL·E is a 12-billion parameter version of GPT-3 which is trained to generate images from text descriptions.

“We find that DALL·E is able to create plausible images for a great variety of sentences that explore the compositional structure of language,“ OpenAI explains.

Generated images can range from drawings, to objects, and even manipulated...

6 January 2021 | Artificial Intelligence

Researchers achieve 94% power reduction for on-device AI tasks

Researchers from Applied Brain Research (ABR) have achieved significantly reduced power consumption for a range of AI-powered devices.

ABR designed a new neural network called the Legendre Memory Unit (LMU). With LMU, on-device AI tasks – such as those on speech-enabled devices like wearables, smartphones, and smart speakers – can take up to 94 percent less power.

The reduction in power consumption achieved through LMU will be particularly beneficial to smaller...