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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.


3D Imaging—the Heart of Machine Vision—Forges Ahead

3D Imaging—the Heart of Machine Vision—Forges Ahead

Behind the explosion in computer vision is tremendous growth in the world of 3D imaging. What’s the state of 3D imaging today and where are we headed?


News Sep 18, 2020 by Jake Hertz
Protecting IoT Embedded Designs with Security ICs

Protecting IoT Embedded Designs with Security ICs

In this article, we discuss some key security threats to be aware of when designing for the IoT, important security functions, and how protecting these designs is becoming easier with advances in security ICs. 


In a Historic $40 Billion Deal, NVIDIA Acquires Arm Amid Potential Backlash from Chip Industry

In a Historic $40 Billion Deal, NVIDIA Acquires Arm Amid Potential Backlash from Chip Industry

What are the implications of NVIDIA both competing in the Arm market and now, owning Arm itself?


News Sep 14, 2020 by Luke James
Data Buffers to the Rescue for Bandwidth-Burdened Server and Cloud Applications

Data Buffers to the Rescue for Bandwidth-Burdened Server and Cloud Applications

This week, Renesas has released their newest product: a data buffer for DDR5 aimed at empowering a new generation of high-performance computing applications.


News Sep 11, 2020 by Jake Hertz
Skin-Like Sensors and AI Offer (Surprisingly) Accurate Hand Gesture Recognition

Skin-Like Sensors and AI Offer (Surprisingly) Accurate Hand Gesture Recognition

Scientists in Singapore have developed an AI system that recognizes hand gestures by combining wearable skin-like sensors with computer vision.


News Sep 10, 2020 by Luke James
Arms Shakes Up the Future of Computational Storage With New 64-Bit Processor

Arms Shakes Up the Future of Computational Storage With New 64-Bit Processor

The new Arm Cortex-R82 looks to address the imminent challenges of mass data creation and processing needs.


News Sep 09, 2020 by Jake Hertz
Startup Claims Its AI Chips Can Outperform Google and Intel at Edge Computing

Startup Claims Its AI Chips Can Outperform Google and Intel at Edge Computing

In this article, we'll assess how Kneron's NPU sizes up to Google and Intel's comparable chips.


News Sep 08, 2020 by Jake Hertz
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
Day 5: Closing Out Industry Tech Days With a Bang—and a Panel Discussion

Day 5: Closing Out Industry Tech Days With a Bang—and a Panel Discussion

This is the final day of Industry Tech Days 2020 but don't think we're letting up for a single minute. Here's your menu of Live Sessions, your way to navigate the last 50+ pages of content


News Sep 03, 2020 by Kate Smith
DARPA’s Recent Deal With Arm Reflects a History of Microelectronics Innovation

DARPA’s Recent Deal With Arm Reflects a History of Microelectronics Innovation

From a three-year partnership with Arm to sponsoring ongoing Electronics Resurgence Initiatives, here’s how the U.S. DARPA is forging onward in microelectronics.


News Aug 27, 2020 by Tyler Charboneau
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.


Metasurface Optical Chips Now Used to Shrink Quantum Sensors

Metasurface Optical Chips Now Used to Shrink Quantum Sensors

Researchers at the University of Birmingham have developed a way of shrinking the devices used in quantum sensing systems.


News Aug 26, 2020 by Luke James
Edge AI Chips for Voice-Activated Devices Save Power, Protect Privacy

Edge AI Chips for Voice-Activated Devices Save Power, Protect Privacy

Machine learning startup Syntiant announced in early August that it had secured $35 million to push its processors forward.


News Aug 21, 2020 by Luke James
Microchip Jumps on New CoaXPress Standard with Chips for Machine Vision

Microchip Jumps on New CoaXPress Standard with Chips for Machine Vision

CoaXPress 2.0—the communication standard for machine vision—is here. Microchip wasted no time to develop a family of devices to meet the new standard.


News Aug 20, 2020 by Jake Hertz
IBM Unveils Its First 7nm Processor, Complete With “Memory Inception”

IBM Unveils Its First 7nm Processor, Complete With “Memory Inception”

This week, IBM announced its new POWER10 processor, the 7nm successor to POWER9.


News Aug 18, 2020 by Jake Hertz
AI at the Edge: New Machine Learning Engine Deploys Directly on Sensors

AI at the Edge: New Machine Learning Engine Deploys Directly on Sensors

ONE Tech's upgraded MicroAI Atom brings AI training and operation down to a single device.


News Aug 03, 2020 by Maya Jeyendran
With Data Centers Ever Strained, a New Storage Processor Skyrockets Flash Performance

With Data Centers Ever Strained, a New Storage Processor Skyrockets Flash Performance

Pliops has announced its storage processor, which they claim increases flash performance by 10 times and improves cost and performance by 90%.


News Jul 31, 2020 by Jake Hertz
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.


XILINX U50 Data Center Accelerator Card | New Product Brief

XILINX U50 Data Center Accelerator Card | New Product Brief

This New Product Brief (NPB) is part of a video series highlighting the features, applications, and technical specs of newly-released products.