tag: edge devices

Efficient Neuromorphic AI Chip: “NeuroRRAM”
By Technical Paper Link - 17 Aug, 2022 - Comments: 0

New technical paper titled "A compute-in-memory chip based on resistive random-access memory" was published by a team of international researchers at Stanford, UCSD, University of Pittsburgh, University of Notre Dame and Tsinghua University. The paper's abstract states "by co-optimizing across all hierarchies of the design from algorithms and architecture to circuits and devices, we present ... » read more

Performing Edge Detection With Oscillatory Neural Networks as a Hetero-associative Memory
By Technical Paper Link - 23 May, 2022 - Comments: 0

New research paper titled "Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection" from LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier. Abstract "The increasing amount of data to be processed on edge devices, such as cameras, has motivated Artificial Intelligence (AI) integration at the edge. Typical image processing me... » read more

Wavelength Multiplexed Ultralow-Power Photonic Edge Computing
By Technical Paper Link - 25 Mar, 2022 - Comments: 0

Abstract "Advances in deep neural networks (DNNs) are transforming science and technology. However, the increasing computational demands of the most powerful DNNs limit deployment on low-power devices, such as smartphones and sensors -- and this trend is accelerated by the simultaneous move towards Internet-of-Things (IoT) devices. Numerous efforts are underway to lower power consumption, but ... » read more

Security At The Edge
By Ed Sperling And Susan Rambo - 29 Sep, 2020 - Comments: 0

Semiconductor Engineering sat down to discuss security at the edge with Steven Woo, vice president of enterprise solutions technology and distinguished inventor at Rambus, Kris Ardis, executive director at Maxim Integrated; and Steve Roddy, vice president of Arm's Products Learning Group. What follows are excerpts of that conversation. To view part one of this discussion, click here. Part two i... » read more

How AI In Edge Computing Drives 5G And The IoT
By Ron Lowman - 13 Feb, 2020 - Comments: 0

Edge computing, which is the concept of processing and analyzing data in servers closer to the applications they serve, is growing in popularity and opening new markets for established telecom providers, semiconductor startups, and new software ecosystems. It’s brilliant how technology has come together over the last several decades to enable this new space starting with Big Data and the idea... » read more

Driving AI, ML To New Levels On MCUs
By Rhonda Dirvin - 09 May, 2019 - Comments: 0

One of the most dramatic impacts of technology of late has been the implementation of artificial intelligence and machine learning on small edge devices, the likes of which are forming the backbone of the Internet of Things. At first, this happened through sheer engineering willpower and innovation. But as the drive towards a world of a trillion connected devices accelerates, we must find wa... » read more

Gearing Up For 5G
By Brian Bailey - 14 Feb, 2019 - Comments: 0

5G has been touted as the new enabler for many market segments, including mobile phones, automotive, virtual reality, and IoT. But there are many questions and much speculation about when and how this new wireless standard will impact different market segments and what effect it will have on semiconductor design. With a promise of orders of magnitude improvement in communication speed an... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 11 Jan, 2019 - Comments: 0

Internet of Things Automotive, health care, manufacturing, and the public sector could be transformed this year by Internet of Things technology, Bob Violino writes. Taqee Khaled, director of strategy at Nerdery, a digital business consultancy, predicts 2019 will see rapid evolution in enterprise IoT pilot initiatives and implementations. "This acceleration is due, in part, to advances in manu... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 21 Nov, 2018 - Comments: 0

Internet of Things Forrester Research released its 2019 Internet of Things predictions. Some key points: Bundled service offerings will catalyze a sleepy consumer IoT market; cybercriminals will lay siege to a smart-city implementation; and a market for IoT managed services will emerge in 2019. Black Friday and Cyber Monday are coming up. Those days present some opportunities to purchase ... » read more

Enabling Cheaper Design
By Brian Bailey - 13 Sep, 2018 - Comments: 1

While the EDA industry tends to focus on cutting edge designs, where design costs are a minor portion of the total cost of product, the electronics industry has a very long tail. The further along the tail you go, the more significant design costs become as a percent of total cost. Many of those designs are traditionally built using standard parts, such as microcontrollers, but as additional... » read more

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