All About Circuits

Latest Software Articles and Videos

Categories

Increasing the Accessibility of Machine Learning at the Edge

Increasing the Accessibility of Machine Learning at the Edge

"Edge intelligence" is becoming more accessible—even to those designers without formal data science training—as new hardware becomes available.


Electronic Nose Uses Solid-state Sensors and Neural Processor to “Sniff Out” COVID-19

Electronic Nose Uses Solid-state Sensors and Neural Processor to “Sniff Out” COVID-19

Combining volatile organic compound (VOC) sensors and an ML chip, the "DiaNose" can pinpoint cancer, kidney failure, and now COVID-19.


News Mar 03, 2021 by Tyler Charboneau
Xilinx Doubles Down on Data Center “Composability” With Accessible SmartNIC

Xilinx Doubles Down on Data Center “Composability” With Accessible SmartNIC

A composable architecture accelerates the modern data center. Xilinx's new SN1000 is said to enhance cloud processor flexibility and operate as an edge device.


News Feb 23, 2021 by Adrian Gibbons
Is Hardware the Key to Advancing Natural Language Processing?

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.


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

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.


News Feb 10, 2021 by Rushi Patel
In a Reach for Industry 4.0, ADI Unveils Condition-Based Monitoring Dev Kit

In a Reach for Industry 4.0, ADI Unveils Condition-Based Monitoring Dev Kit

Condition-based monitoring is important to consider when designing with vibration in mind, especially in IoT and industrial applications. A new development platform knits together resources for hardware designers, software engineers, and algorithm developers alike.


News Feb 08, 2021 by Adrian Gibbons
Developers Double Down on the Machine Learning Basics Moving Into the New Year

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.


News Jan 28, 2021 by Maya Jeyendran
MIT Devises Custom Hardware Acceleration to Spur Real-Time Robotic Response

MIT Devises Custom Hardware Acceleration to Spur Real-Time Robotic Response

To push real-time robotic response into reality, MIT researchers have turned to their own in-house technique called "robomorphic computing."


News Jan 22, 2021 by Jake Hertz
Xilinx Joins Confidential Computing Consortium With Hopes to Bring Security to Accelerators

Xilinx Joins Confidential Computing Consortium With Hopes to Bring Security to Accelerators

The Confidential Computing Consortium is drilling down on hardware-based Trusted Execution Environments, and Xilinx is the newest member to benefit.


News Jan 04, 2021 by Jake Hertz
Developers Turn to 5nm ASICs to Meet 5G Data Center Loads

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.


News Dec 02, 2020 by Luke James
How to Manage and Store Project Data with Fusion 360

How to Manage and Store Project Data with Fusion 360

In this article, learn how Fusion 360 allows multiple teams, decision-makers, and stakeholders to view and work on projects while safeguarding sensitive data.


Teaming Up with Arm, NXP Ups Its Place in the Machine Learning Industry

Teaming Up with Arm, NXP Ups Its Place in the Machine Learning Industry

This week, NXP Semiconductors announced two strategic partnerships that help solidify its place in the ML industry. We interviewed experts at NXP to get the inside scoop.


News Oct 19, 2020 by Jake Hertz
How to Implement Digit Recognition with TensorFlow Lite using an i.MX RT1060 Crossover MCU

How to Implement Digit Recognition with TensorFlow Lite using an i.MX RT1060 Crossover MCU

This article looks at digit detection and recognition using MNIST eIQ as an example, which consists of several parts — the digit recognition is performed by a TensorFlow Lite model, and a GUI is used to increase the usability of the i.MX RT1060 device.


NXP Bets on Neural Network Compiler Glow to Push ML to Edge Devices

NXP Bets on Neural Network Compiler Glow to Push ML to Edge Devices

Glow, the open-source neural network compiler, stirred conversation during the Q&A portion of NXP's Industry Tech Days presentation. Why is this compiler so important for pushing intelligence to the edge?


News Sep 04, 2020 by Hannah DeTavis
Overcoming the Challenges of Traditional  MCAD and ECAD

Overcoming the Challenges of Traditional MCAD and ECAD

MCAD and ECAD have inserted themselves into most design engineers' day-to-day work. Although familiar, both programs have come a long way and are continuing to evolve. In this article, learn the past and future of these design tools.


What Is the Fourier Transform?

What Is the Fourier Transform?

This article gives you essential information on a mathematical technique that plays an absolutely fundamental role in system design and signal processing.


AI-Accelerating Software Gives FPGAs a Leg Up on GPUs

AI-Accelerating Software Gives FPGAs a Leg Up on GPUs

Xilinx recently tapped a startup for its AI accelerating software platform. In what ways might this platform add extra benefits for FPGAs in contrast to GPUs?


News Jun 25, 2020 by Jake Hertz
Can a New Programming Language Help Boost Innovation in Quantum Computing?

Can a New Programming Language Help Boost Innovation in Quantum Computing?

A new high-level quantum programming language called “Silq” is correcting a major flaw in quantum computing.


News Jun 25, 2020 by Rushi Patel
IC Designers Now Have a Platform to Design Chips in the Cloud

IC Designers Now Have a Platform to Design Chips in the Cloud

Samsung Electronics, in collaboration with Rescale, has just announced the launch of the Samsung Advanced Foundry Ecosystem (SAFE) Cloud Design Platform (CDP).


News Jun 22, 2020 by Jake Hertz
Intel’s AI Portfolio Shows How Designs Must Gear Up for Real-Time Processing

Intel’s AI Portfolio Shows How Designs Must Gear Up for Real-Time Processing

With processing demands on data centers higher than ever before, designers should be aware of how hardware- (and software-) based AI may have increasing prominence in their designs.


News Jun 22, 2020 by Adrian Gibbons