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Machine learning

Software bridges gap between AI and hardware for edge devices

May 22, 2024 By Redding Traiger Leave a Comment

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 […]

Filed Under: Artificial intelligence, Machine learning, Products, Software, Tools Tagged With: siemensdigitalindustriessoftware

Expanded MCU portfolio optimized for machine learning at the edge

April 4, 2024 By Aimee Kalnoskas Leave a Comment

Infineon Technologies AG has unveiled the latest addition to its product lineup with the introduction of the PSOC™ Edge family of microcontrollers (MCUs) tailored specifically for machine learning (ML) applications. The release includes three distinct series, namely the E81, E83, and E84, each offering a flexible and compatible array of performance levels, features, and memory […]

Filed Under: Aerospace and Defense, Applications, Machine learning, microcontroller

64/32-bit, Cortex-A35-based MPU designed for industrial HMI applications

February 6, 2024 By Redding Traiger Leave a Comment

Nuvoton announces the NuMicro MA35H0 series, a high-performance microprocessor for industrial HMI (Human Machine Interface) applications. As well as general control and user interface applications, this MPU is ideal for numerous sophisticated tasks across industrial and commercial applications – in fields as diverse as industrial HMI, factory automation, smart buildings, smart homes, smart appliances, smart […]

Filed Under: Consumer Electronics, Data centers, Industrial, Machine learning, Medical, Microprocessor, Products, Security, Telecommunications, Tools Tagged With: nuvoton

What are the four types of machine learning, and what are they used for?

December 11, 2023 By Jeff Shepard Leave a Comment

Machine learning (ML) is a subset of artificial intelligence (AI). It’s used to enable machines to independently improve their performance using data and experience to modify future actions. ML applications range from autonomous vehicles to business processes. Various approaches to ML use different learning styles, require different levels of data input, and are optimized for […]

Filed Under: Artificial intelligence, FAQ, Featured, Machine learning Tagged With: FAQ

What is Rust used for in an embedded system?

December 6, 2023 By Jeff Shepard Leave a Comment

Rust is an emerging systems programming language that’s mostly used for memory management, safety, and performance. It’s a statically typed programming language like Java, C, and C++, where variable types are known at compile time, and it’s designed for performance and safety, especially safe concurrency and memory management. Rust’s low-level control and memory safety make […]

Filed Under: Embedded, FAQ, Featured, Machine learning, Programming Tagged With: FAQ

8-bit MCUs leverage common development platform

November 15, 2023 By Redding Traiger Leave a Comment

Silicon Labs announced the expansion of their microcontroller unit (MCU) development platform with a new family of 8-bit MCUs optimized for price and performance. These new MCUs join the PG2x family of 32-bit MCUs in sharing a single development platform, Silicon Labs Simplicity Studio, which is inclusive of all tools that are required like compilers, integrated development environments, and configurations. As […]

Filed Under: Machine learning, microcontroller, Products, SoC, Tools Tagged With: siliconlabs

Optical NoC processor designed for domain-specific AI workloads

July 6, 2023 By Redding Traiger

Lightelligence introduced a new big data interconnect paradigm with the launch of Hummingbird, the world’s first Optical Network-on-Chip (oNOC) processor designed for domain-specific artificial intelligence (AI) workloads. Hummingbird utilizes advanced vertically stacked packaging technologies to integrate a photonic chip and an electronic chip into one single package serving as the communications network for data centers […]

Filed Under: Accelerators, Artificial intelligence, Data centers, Development Kits, Machine learning, Processors, Products, Telecommunications, Tools Tagged With: lightelligence

What is TinyML?

May 31, 2023 By Nikhil Agnihotri

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, e-commerce […]

Filed Under: Applications, Artificial intelligence, FAQ, Featured, Machine learning, microcontroller, Microprocessor

What are the top tools for developing embedded software?

May 24, 2023 By Nikhil Agnihotri

The embedded software or firmware is the brain of an embedded device. This type of software, however, works differently than conventional forms found on PCs or mobile devices — these are generic and work identically on such operating systems. PC software runs without directly accessing the underlying hardware. The purpose of embedded software works alternatively […]

Filed Under: Development Kits, Embedded, FAQ, Featured, Machine learning Tagged With: jetbrains

Chip-to-chip 224G dices support generative AI, data-intensive applications

May 23, 2023 By Redding Traiger

Molex has introduced the industry’s first chip-to-chip 224G product portfolio, encompassing next-gen cables, backplanes, board-to-board connectors, and near-ASIC connector-to-cable solutions operating at speeds up to 224 Gbps-PAM4. As a result, Molex is uniquely positioned to meet heightened demands for the fastest available data rates powering advanced technology including generative AI, machine learning (ML), 1.6T networking, and other […]

Filed Under: Applications, Artificial intelligence, Data centers, Machine learning, Products, Tools Tagged With: molex

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