登录查看更多内容

An MCU approach for AI/ML inferencing in battery-operated designs

embedded.com

The online resource for embedded systems

发布日期: 2024年2月20日

In an AI-enabled electronic cat flap, ML could be trained to distinguish one cat from another to open the door only for the cat allowed to enter. (Image: Alif Semiconductor)

While machine learning can be implemented on a microcontroller, AI tasks might not be carried out fast enough and would consume too much power in executing AI. In this article, we describe a new MCU architecture using a two-tier inferencing system to deliver high-level AI/ML on battery power.

Arm CSA and AMBA release provide boost for chiplet ecosystem
Optimizing embedded edge AI with neuromorphic computing
Microchip launches $132 PolarFire SoC discovery kit

要查看或添加评论，请登录

embedded.com的更多文章

2025年3月12日

ESD eBook, Embedded Software Security, On-Device AI, More

ESD eBook March 2025: Pioneering Embedded Solutions ??Download the latest issue of our ESD Boards & Solutions eBook??…
2025年2月26日

Raspberry Pi, Advanced Quantum Computing, AI & Smart Sensing

IOActive’s Outstanding Discovery in the RP2350 Hacking Challenge The RP2350, launched in August last year, was designed…
2025年2月19日

Static Assertions, Software Innovations in Safety and Security, More

Leveraging Static Assertions to Improve Embedded Applications Not all assumptions in embedded systems need to be…
2025年2月12日

Improving Firmware Quality, SPICE Simulation, Raspberry Pi Web-GUI

Improving Firmware Quality with Instrumentation – Part 1: Benefits and Limitations Code instrumentation involves adding…

1 条评论
2025年2月6日

Integration of an SSD1306 1.3-inch I2C OLED Display with LVGL and FreeRTOS on an STM32 MCU

This project demonstrates the integration of an I2C SSD1306 1.3″ monochrome OLED display with an STM32F401CCU…
2025年1月29日

Photonics Market Trends

In 2023, the global photonics market size was valued at USD 920.56 billion and is projected to grow from USD 983.
2025年1月22日

Accelerating Innovation with Sensor Kits: A Comprehensive Guide

Sensors have established themselves as indispensable tools for electronic designers, engineers, and electronics…
2025年1月15日

Quantum Brilliance Secures $20M in Series A Funding for Diamond Quantum Technology

Quantum Brilliance, an Australian company that created a diamond-based quantum technology, has raised $20 million in a…
2025年1月8日

Top 10 Articles of 2024

This year, we’ve covered microprocessors, FPGAs, quantum computing, photonics, artificial intelligence, and all the…
2024年12月18日

The Importance of Thermal Paste

Thermal paste is essential for effective heat dissipation in electronic systems, especially high-performance devices…

See all articles

社区洞察

Electrical Engineering

What will be the impact of AI on semiconductor applications in the next 5-10 years?
Software Development

What are some effective techniques for designing and implementing real-time computer vision algorithms?
Materials Science

What are the best practices for characterizing and testing quantum dot sensors?
Electronic Engineering

How do you optimize signal processing for efficiency?
Electrical Engineering

How can you reduce the effects of dispersion in an optical fiber communication system?

其他会员也浏览了

Explore Logic Fruit Technologies' Newest Innovations and August Upgrades

Logic Fruit Technologies 1 年
Navigating the Horizon: Future Trends in ASIC Technology

Insemi Technology Services Pvt. Ltd. 1 年
Product of the Week: Axiomtek’s CEM561 COM Express? Type 6 Module with 13th Gen Intel? Core?

Embedded Computing Design 7 个月
Intelligent Automation Newsletter #168

Pascal BORNET 5 个月
The Future of VLSI Chip Development RISC-V, DeepSeek AI, & @LeadSOC Technologies

LeadSoc Technologies Pvt Ltd 1 个月
High-Efficiency Semiconductor Sorting Solutions with AI Integration

Portwell, Inc. 1 个月
Introduction to ASIC Chips and Comparison with Other Processors

KUKE ELECTRONICS LIMITED 1 年
Automotive Chiplet Ecosystem | Programmable Photonics | In-Pixel Computation

EE Times Europe 1 个月
Intel's 'Smart Capital'?

The Ojo-Yoshida Report 1 年
More is always possible! The DATALynx ATX4 EP4 Update

b-plus Group 1 年

Latest Articles

embedded.com的更多文章

ESD eBook, Embedded Software Security, On-Device AI, More

Raspberry Pi, Advanced Quantum Computing, AI & Smart Sensing

Static Assertions, Software Innovations in Safety and Security, More

Improving Firmware Quality, SPICE Simulation, Raspberry Pi Web-GUI

Integration of an SSD1306 1.3-inch I2C OLED Display with LVGL and FreeRTOS on an STM32 MCU

Photonics Market Trends

Accelerating Innovation with Sensor Kits: A Comprehensive Guide

Quantum Brilliance Secures $20M in Series A Funding for Diamond Quantum Technology

Top 10 Articles of 2024

The Importance of Thermal Paste

社区洞察

其他会员也浏览了

Explore Logic Fruit Technologies' Newest Innovations and August Upgrades

Navigating the Horizon: Future Trends in ASIC Technology

Product of the Week: Axiomtek’s CEM561 COM Express? Type 6 Module with 13th Gen Intel? Core?

Intelligent Automation Newsletter #168

The Future of VLSI Chip Development RISC-V, DeepSeek AI, & @LeadSOC Technologies

High-Efficiency Semiconductor Sorting Solutions with AI Integration

Introduction to ASIC Chips and Comparison with Other Processors

Automotive Chiplet Ecosystem | Programmable Photonics | In-Pixel Computation

Intel's 'Smart Capital'?

More is always possible! The DATALynx ATX4 EP4 Update