Latest AI/Neural Networks Articles and Videos

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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

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

Micron Takes 3D NAND to Towering New Heights— 176 Layers to Be Exact

In what the company has described as a breakthrough in flash memory, performance, and density, Micron has shipped the world’s first 176-layer 3D NAND.

November 17, 2020 by Luke James

Xilinx and Samsung Pioneer First Adaptable Computational Storage Device

With the demand for in-memory computation increasing, Xilinx and Samsung have set out to create a “one size fits all” solution.

November 13, 2020 by Jake Hertz

Adding an ISP and Machine Learning Acceleration to the i.MX 8M Family

Learn how the i.MX 8M Plus applications processor enables edge computing, speeding up machine learning for a variety of applications including industrial tasks.

November 10, 2020 by Ben Eckermann, NXP Semiconductors

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

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.

October 19, 2020 by Jake Hertz

Hailo Goes Head to Head With Intel and Google on AI Acceleration Modules

Hailo, an Israel-based startup, has benchmarked its AI acceleration modules against its Intel and Google counterparts. What's the verdict?

October 09, 2020 by Antonio Anzaldua Jr.

Maxim Hopes Low-Power NN Accelerator Chip for Edge Devices Will Lead an “Embedded Revolution”

This morning, Maxim Integrated released its newest product, a low-power NN accelerator chip, with the hopes of bringing AI to the edge. We interviewed Kris Ardis, executive director of Micros, Security, and Software Business Unit at Maxim Integrated, to get the details.

October 07, 2020 by Jake Hertz

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.

September 22, 2020 by David Piskula, NXP Semiconductors