Latest AI/Neural Networks Articles and Videos

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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.

Nine Factors to Consider for Board-Level Machine Vision Camera Integration

Leveraging board-level cameras offer a variety of benefits. To help identify the right mix of features and design elements, here are some factors to consider when selecting and designing in an embedded machine vision camera.

February 11, 2021 by Brian Cha, FLIR

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

Minimizing Stepper Motor Noise and Vibration in Precision Motion Control Applications

Stepper motors work well in a wide range of applications but can struggle with torque ripple and current distortion issues. Learn about QuietStep, a proprietary algorithm from Allegro MicroSystems, as a possible solution. 

February 02, 2021 by Dan Jacques, Allegro MicroSystems

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

Micron Unveils 1α DRAM Process Node—the Highest-Density DRAM to Date

Micron claims to have broken the glass ceiling of the 1z DRAM node with a new process that improves memory density by 40%.

January 27, 2021 by Jake Hertz

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

Efficient Orthogonal Variable Optimization Algorithm for Communication Systems

This article discusses an algorithm to find the optimum adjusted point in a two-dimensional space with orthogonal input vectors. The algorithm solves equations for intersecting circles based on measured data points.

December 15, 2020 by Russell Hoppenstein, Texas Instruments

Developers Turn to 5nm ASICs to Meet 5G Data Center Loads

2020 has seen a swathe of progress on the 5nm process node led by TSMC. Here’s a quick look at recent developments involving 5nm ASICs.

December 02, 2020 by Luke James

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