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Tag Archives: machine learning

Mouser signs Edge Impulse; accelerates intelligence at the edge

Mark-Patrick-photo-300x200.jpg

Mouser reflected one of the major themes at Embedded World 2024, intelligence at the edge, and announced it has signed Edge Impulse, the software framework provider for embedded machine learning (ML) applications. Machine learning is implemented at the edge of the network, explained Mouser’s Mark Patrick in order to make decisions very quickly at the [network] edge. [Edge Impulse’s] products ...

Embedded World: Infineon TC4x MCUs cleared for AI safety

Infineon TC4xTriCore based vehicle processor

Infineon has had its forthcoming TC4x automotive microcontrollers cleared for safe AI processing by the Fraunhofer Institute for Cognitive Systems (IKS). “Embedded AI is becoming increasingly important for safety-critical real-time applications,” said Infineon. “However, this also creates new requirements and standards that must be considered during the complete product lifecycle.” The TC4x family includes ‘PPU’ (parallel processing unit), an AI-accelerator ...

Neural processor in Bluetooth and Matter wireless MCU

ALIF Balletto neural processor with bluetooth

Alif Semiconductor has put an Arm Ethos-U55 neural processor alongside a Bluetooth Low Energy radio in a microcontroller for AI and machine learning workloads – all in a tine WLCSP package. It is called Balletto. “Balletto gives manufacturers the opportunity to implement AI/ML functions such as speech recognition, adaptive noise cancellation, vocal targeting and beam forming in true wireless stereo ...

Robot digger autonomously builds huge dry stone wall out of random rocks

EHTZ robot excavator builds dry stone wall thumbnail

ETH Zurich researchers have trained an autonomous excavator to construct a dry-​stone wall 65m long and 6m high out of random rocks and building waste. Using sensors including cameras and lidar, it autonomously created a 3D map of the surrounding site as well as finding suitable building blocks and rocks for the wall’s construction. Scanning the stones allowed the robot ...

Alif Semi 32bit AI MCUs for battery power

Alif Semi secure MCU architecture

Alif Semiconductor’s 32bit ‘Ensemble’ AI-enabled MCUs are now available, according to the company. Built around various Arm cores with added security to protect stored intellectual property, they are intended to run AI algorithms locally in battery-powered devices. “There are many Edge ML applications that require 50 to 250Gop/s to become useful,” said Alif marketing v-p Mark Rootz. “Typical 32bit MCUs ...

Cortex-M55 MCU gets neural network accelerator for AI-at-the-edge

Infineon PSoC Edge

Infineon has announced a family microcontrollers combining an Arm Cortex-M55 core (including ‘Helium’ DSP support), an Arm Ethos-U55 machine learning processor, and an Arm Cortex-M33 core, which has in-built security, paired with Infineon’s own ‘NNLite’ neural network accelerator. “Support for ‘always-on’ sensing and response makes the devices ideal for IoT and industrial segments such as smart home, security, wearables and ...

AI looks for rockfalls in Devon

Talent-Dawlish-rail-rock-fall-detection

AI rock fall detection has been installed on the railway between Dawlish and Dawlish Warren stations in Devon, where it runs beneath cliffs. The “platform uses cutting-edge analytics and machine learning to provide automated incident alerts and previously hidden data insights”, according to Warwick-based infrastructure company Telenet. It “can send incident alerts in real time to station control rooms by ...

Qualcomm’s generative-AI phone processor

Qualcomm Snapdragon8Gen3

Qualcomm has developed a smartphone processor for on-device generative AI. Called Snapdragon 8 Gen 3, “this platform unlocks a new era of generative AI enabling users to generate unique content, help with productivity, and other breakthrough use cases,” claimed company general manager Chris Patrick. Certain large language (LLM) and language vision models (LVM) will be supported locally, as will transformer ...

Qualcomm’s 12core 3.8GHz Arm laptop processor

SnapdragonXElite laptop idea

Qualcomm has revealed a 4nm Arm-based 12core laptop processor: Snapdragon X Elite. Its 12 64bit cores run at up to 3.8GHz, then two of these can be boosted to 4.3GHz. The on-board GPU is rated at 4.6Tflop/s and supports DX12, and a separate neural processor (NPU) is rated at 45Top/s – the data type has not been specified in either ...

SiFive’s high-performance RISC-Vs for AI and machine learning

SiFive-Performance-P800-Series

SiFive has announced a pair of high-end RISC-V cores for AI and machine learning in consumer, automotive and infrastructure markets. “Performance P870 and Intelligence X390 offer a new level of low power compute density and vector compute capability, and when combined provide performance for data intensive compute,” according to the company, which is advocating combining the general-purpose scalar P870 with ...