The sources of software engineering errors can differ between traditional programming and the development of machine learning (ML) algorithms. This article begins with a dive into traditional programming errors and closes with a review of the additional sources of errors introduced by ML. Starting points for avoiding common software engineering errors in all cases include […]
Machine Learning
Multi-core MCUs feature AES-256 and RSA-4096 security
Synaptics Incorporated has expanded its AI-Native platform with a new series of microcontroller units designed for edge computing applications. The SR-Series MCUs implement three operational tiers: a 100 GOPS performance tier, an efficiency tier, and an ultra-low-power always-on tier. The hardware architecture is based on an Arm Cortex-M55 core operating at speeds up to 400 […]
MPUs add graphics, audio, GbE, and time-sensitive networking
Microchip Technology announces its portfolio of SAMA7D65 MPUs based on the Arm Cortex-A7 core running up to 1 GHz and offered in a System-in-Package (SiP) with a 2 Gb DDR3L and System-on-Chip (SoC). The SAMA7D65 MPU series is designed to target Human-Machine Interface (HMI) and connectivity applications with its advanced graphic features. The graphic features of the SAMA7D65 […]
Display combines Pi compute with Clea OS
SECO S.p.A. and Raspberry Pi Ltd announce the presentation of the cutting-edge Human-Machine Interface (HMI) solution, the SECO Pi Vision 10.1 CM5 powered by Raspberry Pi Compute Module 5, at Embedded World 2025, the premier trade show for embedded technologies taking place from March 11-13 in Nuremberg, Germany. This new integrated solution underscores the companies’ shared […]
2025 industry predictions
As 2025 approaches, industry leaders envision a future shaped by groundbreaking technologies and bold advancements. From non-terrestrial networks revolutionizing global connectivity to generative AI transforming PLM, experts anticipate profound changes. The following are predictions from top innovators, including Aras’ Rob McAveney and Jason Kasper, Finwave’s Pierre-Yves Lesaicherre, and NVIDIA Telecom’s Ronnie Vasishta. They offer a […]
MCU features neural-ART accelerator for edge processing
STMicroelectronics is making embedded artificial intelligence (AI) truly here-to-help with a new microcontroller series integrating, for the first time, accelerated machine learning (ML) capabilities. This enables cost-sensitive, power-conscious consumer and industrial products to provide high-performance features leveraging computer vision, audio processing, sound analysis, and other algorithms, until now beyond the capabilities of small embedded systems. […]
Engineers use AI/ML to improve test
Engineers can use AI/ML to reduce test development time, analyze test data from manufacturing, automate visual inspection and calibration, and identify counterfeit components. Here’s how some do it. Testing takes too much time; just ask any engineering or production manager. Shortening test-development time can reduce time to market. Shortening production test time lowers manufacturing costs. […]
How are AI and ML used for advanced threat detection?
The increasing number of threat vectors and the growing size of the attack surface in today’s communication and computer networks demand more powerful and faster threat detection. Legacy tools are no longer adequate. To ensure cybersecurity, high-speed threat detection based on artificial intelligence (AI) and machine learning (ML) is increasingly being deployed. This article reviews […]
Eight-channel SerDes device targets AI data center power efficiency
Point2 Technology announced its P1B121 Smart Retimer system-on-chip (SoC) for Active Electrical Cable (AEC) applications in AI/ML data centers. The chip integrates eight unidirectional SerDes channels supporting 112G PAM4 and 56G NRZ data rates, consuming 3.0 W of power for 112G PAM4 operation. The solution addresses growing data center power demands, as AI/ML workloads now […]
Edge AI software suite adds five ready-to-deploy models
Infineon Technologies AG is further strengthening its AI software portfolio as Edge AI comes to a growing number of consumer and industrial applications. With that in mind, the company introduces DEEPCRAFT, a new software solution category brand for Edge AI and Machine Learning. Infineon recognizes the huge potential of Edge AI for the market, and […]
