Infineon — Machine Learning at the Edge | Futureelectronics NorthAmerica Site

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Infineon Machine Learning at the Edge

Featuring advanced technologies for next-generation solutions

Infineon’s Edge AI product portfolio is designed to empower innovation across multiple industries. These products and solutions enable the creation of intelligent, connected systems that transform operations and improve daily life. Key areas where Infineon Edge AI solutions are making an impact include:

Automotive: Advanced Driver-Assistance Systems (ADAS) and autonomous driving solutions help create safer, more efficient vehicles. By leveraging machine learning at the edge, vehicles can detect and respond to their surroundings in real time, reducing accidents and enhancing the driving experience.

Industrial: Industrial automation solutions drive productivity and precision. Deploying ML models at the edge allows industrial devices to detect anomalies, predict maintenance needs, and optimize production processes.

Smart Home and Building Automation: Smart home and building automation technologies enable more comfortable, secure, and energy-efficient living and working spaces. Edge-based ML lets devices learn occupant preferences, identify irregularities, and optimize energy usage.

Power Efficient Audio and Voice Solution on PSOC™ Edge E84

This whitepaper describes the various building blocks available on PSOC™ Edge device which can enable low-power, always-on, on-device audio and voice applications.

Get the whitepaper

Resources

PSOC™ Edge E84 Product Brief

IM72D128VV01 Datasheet

IM68D128BV01 Datasheet

Datasheet: BGT60LTR11AIP,
BGT60LTR11BAIP, BGT60LTR11SAIP

BGT60UTR11AIP Datasheet

BGT60TR13C E6327 Datasheet

PSOC™ Edge E8x Consumer Datasheet

PSOC™ Edge E8x Industrial Datasheet

About Infineon

PSOC™ Edge Microcontrollers – Next Gen MCUs for Advanced Machine Learning

Infineon’s PSOC™ Edge series is the latest family of microcontrollers (MCUs) designed to revolutionize responsive compute and control applications. Featuring hardware-assisted machine learning (ML) acceleration, PSOC™ Edge empowers engineers to develop intelligent, intuitive, and context-aware products with enhanced human-machine interaction.

MCU: PSE846GPS2DBZC4
Kit: KIT_PSE84_EVAL
Kit: KIT_PSE84_AI
Learn More »

DEEPCRAFT™ Edge AI Solutions

DEEPCRAFT™ Edge AI Suite provides a comprehensive set of tools and software frameworks for developing intelligent edge devices with advanced AI capabilities.

DEEPCRAFT™ Studio is an end-to-end solution for AI/machine learning model development and deployment at the edge
DEEPCRAFT™ Model Converter lets users optimize proprietary as well as open-source models to run on Infineon hardware
DEEPCRAFT™ Solutions include DEEPCRAFT™ Ready Models (fully tested, market-ready ML models), DEEPCRAFT™ Audio Enhancement and DEEPCRAFT™ Voice Assistant

MCU: PSE846GPS2DBZC4
Kit: KIT_PSE84_EVAL
Kit: KIT_PSE84_AI
Learn More »

AURIX™ Microcontrollers

Securing the Road Ahead: AURIX™ TC4 Microcontrollers with Advanced Security Features for Next-Generation Automotive Systems with High performance processing for AI-enabled systems.

SAK-TC4D7XP-20MF500MC AB
SAK-TC4D9XP-20MF500CC AB
SAK-TC397XX-256F300S BD
SAK-TC399XX-256F300S BD
TLF35585QVS01

XENSIV™ MEMS Microphones

AI applications require exceptional audio clarity and sensitivity to work seamlessly. High-SNR XENSIV™ MEMS microphones deliver best-in-class performance, enabling advanced voice recognition and natural communication across a wide range of use cases in automotive, industrial & consumer applications.

IM72D128V
IM68D128B

Radar Sensor

The XENSIV™ 60 GHz radar sensor is the first completely autonomous solution designed specifically for advanced motion sensing applications. Operating at a high 60 GHz frequency spectrum, it delivers precise detection of even the smallest movements autonomously without the need for external microcontrollers or more sophisticated object detection using PSOC™ Edge MCUs and DEEPCRAFT™ models.

BGT60LTR11AIP
BGT60UTR11AIP
BGT60TR13C

Connectivity for ML at the Edge

The AIROC™ CYW55513 is a Wi-Fi and Bluetooth combo chip from Infineon that is designed to enable wireless connectivity in a wide range of applications, including IoT devices, smart home appliances, and industrial automation systems. While the AIROC CYW55513 is primarily a wireless connectivity solution, it can also play a role in Machine Learning at the edge.

453-00195
453-00195-K1
AIROC™ CYW5551x Series Wi-Fi 6/6E and Bluetooth^® 6.0 Solution. Learn More »