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Is Hardware the Key to Advancing Natural Language Processing?

Researchers at MIT have created an algorithm-based architecture called SpAtten that reduces attention computation and memory access in natural language processing (NLP) systems.

February 16, 2021 by Antonio Anzaldua Jr.

A Glimpse Into the Future of Prosthetics: Advanced Sensors, E-Skin, and AI

Researchers in electronics-based prosthetics, from e-skin to bionic hands, are working to bring comfortable and cutting-edge technology to future mainstream wearers.

February 10, 2021 by Rushi Patel

Researchers Sniff Out Common Pitfalls of “Electronic Noses”

Sensor R&D has targeted all of the five human senses—including smell. Here are a few ways "electronic noses" have advanced even further in recent months.

February 02, 2021 by Adrian Gibbons

Developers Double Down on the Machine Learning Basics Moving Into the New Year

Machine learning had a powerful impact on 2020 when it came to processing the mass amounts of COVID-19 data. To progress ML in 2021, developers are doubling down on features like on-device AI, low-power architecture, and framework compatibility.

January 28, 2021 by Maya Jeyendran

5G Processor Standoff: Qualcomm, Samsung, and MediaTek Go Head to Head in Q1

Just this month, three major companies have released 5G-compatible chips. How do these new processors size up with one another?

January 26, 2021 by Jake Hertz

French Researchers Exploit Non-Idealities of Memristors to Bring AI to the Edge

Keeping with the trend to depart from von Neumann architectures, French researchers have overcome non-ideal properties of memristors to bring Bayesian networks to the edge.

January 23, 2021 by Jake Hertz

TinyML Makes Its First Debut on a Bluetooth SoC

In a collaboration with Edge Impulse, Nordic Semiconductor has announced that TinyML will now be an available feature of select Bluetooth chips—an "industry first" as the press release says.

January 20, 2021 by Jake Hertz

The 2021 National Defense Authorization Act Zeroes In on AI Development

The National Defense Authorization Act is a landmark in artificial intelligence legislation, which could advance U.S. leadership in this field and help the country fortify its competitive edge in the chip industry.

January 19, 2021 by Luke James

Researchers Claim Record-Breaking Speeds in New Optical Neuromorphic Chip

According to the researchers, this new type of optical neuromorphic processor can operate more than 1,000 times faster than any previous type of processor.

January 17, 2021 by Luke James

AI Chipmaker Raises Funding With Unique “Intelligent Processing Units”

UK-based AI chipmaker Graphcore has closed a $222 million funding round, bringing the British company’s value up to $2.77 billion and in line with the likes of NVIDIA and Qualcomm.

January 09, 2021 by Luke James

Inching Toward Autonomy, New ASIC for Driver Monitoring Systems Integrates AI Processors

OmniVision claims this new ASIC for driver monitoring systems is the industry’s first to integrate a neural processor and image signal processor.

January 08, 2021 by Jake Hertz

Was 2020 the Year of Edge AI Compute?

In 2020, many companies released flagship low-power devices with the goal of bringing AI to the edge. We’ll review some of the most recent ones and see how they compare.

December 28, 2020 by Jake Hertz

Optical Sensor Mimicking the Human Eye Could Sharpen Neuromorphic Computing

A new type of optical sensor developed at Oregon State University can closely mimic the human eye’s ability to perceive changes in its visual field, researchers claim.

December 16, 2020 by Luke James

New SWIR Technology May Be a Catalyst for Machine Vision

This week, Belgian-company Imec introduced a prototype of a new SWIR sensor offering record small pixel pitch. How is this announcement representative of SWIR's growing place in machine learning?

December 16, 2020 by Jake Hertz

Analog Power at the Size of Digital? Edge AI Processor Combines Best of Both Worlds

Can analog computation be a viable solution to the many challenges facing edge AI hardware? We spoke with Mike Henry, CEO of Mythic, to see why they think it is.

December 02, 2020 by Jake Hertz

More on Noise-Canceling Headphones: Adaptive Controllers in Active Noise Control Systems

Active noise control is a principle technology in noise-canceling headphones. But there's a nuanced part of the ANC conversation that warrants discussion: adaptive controllers and cancelation paths.

November 17, 2020 by Steve Arar

Boosting Memory Performance in the Age of DDR5: An Intro to DDR Training Modes

Analysts predict that DDR5 will dominate the DRAM market in coming years. How do you calibrate DDR for peak memory performance?

November 06, 2020 by Steve Arar

Understanding Active Noise Control Systems—the Tech Underlying Noise-Canceling Headphones

With more people working from home, noise-canceling headphones are ever-more prevalent. What circuitry underlies this popular technology?

November 05, 2020 by Steve Arar

Newly-Announced $3.4 Billion Plan Aims to Stimulate US Semiconductor R&D

The SIA and the Semiconductor Research Corporation have released a preview of an upcoming report that outlines the next decade’s chip research and funding priorities.

November 04, 2020 by Luke James

In-Memory Computing May Solve the AI Memory Balancing Act of Volume, Speed, and Processing

Designing memory architectures for AI/ML devices may feel like an impassable compromise with storage volume, speed, and processing. A new in-memory computing accelerator may be a useful solution.

November 03, 2020 by Jake Hertz