Machine Learning

Two new tools have been added to the eIQ AI and machine learning development platform, expanding capabilities for edge AI deployment across multiple processor types. The eIQ Time Series Studio offers a streamlined machine learning workflow for time series models, specifically targeting MCU-class devices in the MCX and i.MX RT crossover families. The Time Series…

Siemens Digital Industries Software has announced Catapult AI NN software for High-Level Synthesis (HLS) of neural network accelerators on Application-Specific Integrated Circuits (ASICs) and System-on-a-chip (SoCs). Catapult AI NN is a solution that starts with a neural network description from an AI framework, converts it into C++, and synthesizes it into an RTL accelerator in Verilog…

The STMicroelectronics ASM330LHB automotive-qualified MEMS inertial-sensing module provides accurate measurements for a variety of vehicle functions and, with the dedicated software provided, addresses functional-safety applications up to ASIL B. The module contains a 3-axis digital accelerometer and 3-axis digital gyroscope, designed for a lifetime on the road, and provides a six-channel synchronized output. Its high-accuracy inertial…

STMicroelectronics’ ASM330LHHX inertial measurement unit (IMU) moves smart driving another step closer to high levels of automation with its machine-learning (ML) core. The ML core enables fast real-time response and sophisticated functions with low system-power demand. Leveraging ST’s micro-electro-mechanical systems (MEMS) technology, the automotive-qualified ASM330LHHX houses a 3-axis accelerometer and 3-axis gyroscope in a 2.5 x 3…

Data science has not just remained a field of scientific computing and research. In the internet-connected world, data science, machine learning, and artificial intelligence are far more applicable than ever imagined. No doubt, the very first leap in the practical applications of machine learning and artificial intelligence happened when enterprise websites, including social media platforms,…

Artificial Intelligence is a multi-disciplinary field that deals with making computers/machines intelligent like humans. Theoretically, it aims at simulating human cognitive functions and excelling them even better than humans. This theoretical concept of artificial intelligence is known as  “Artificial General Intelligence”. AI, from the view of its concept, is still in its infancy. Despite that,…

Data science is set to prevail in the 21st century. By the late 1900s, computers had already become an inseparable part of human civilization, all thanks to Bill Gates and Steve Jobs. This followed the glorious rise of the internet all across the globe. Then with mobile phones, smartphones, and wearables, almost every person on…

STMicroelectronics has expanded the variety of machine-learning techniques available to users of the STM32Cube.AI development environment, giving extra flexibility to solve classification, clustering, and novelty-detection challenges as efficiently as possible. In addition to enabling development of neural networks for edge inference on STM32 microcontrollers (MCUs), the latest STM32Cube.AI release (version 7.0) supports new supervised and semi-supervised methods that…

Qeexo, developer of the Qeexo AutoML automated machine-learning (ML) platform that accelerates the development of tinyML models for the Edge, and STMicroelectronics, a global semiconductor provider serving customers across the spectrum of electronics applications, announced the availability of ST’s machine-learning core (MLC) sensors on Qeexo AutoML. “Adapting Qeexo AutoML for ST’s machine-learning core sensors makes it…

The combination of AI and IoT, known as the Artificial Intelligence of Things (AIoT), provides machine learning capabilities in connected devices, enabling them to perform intelligent tasks. According to Markets and Markets, the AIoT market is expected to increase from U.S.$5.1 billion in 2019 to $16.2 billion by 2024, growing at a CAGR of 26…

Today’s advanced driver-assistance systems (ADAS) are based on cameras, radar, or lidar. As a result, their target objects need to be within the line of sight to be recognized by the system. This, however, turns into a weakness when it comes to emergency vehicles as they can be heard much earlier than they can be…

Xilinx, Inc., a provider of adaptive computing, recently announced that its Versal AI Core and Versal Prime series devices are now shipping to customers in full production volumes. Additionally, the third series in the Versal portfolio, Versal Premium, has now shipped to multiple tier-one customers through the company’s early access program. Versal is the industry’s first adaptive compute acceleration…