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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.
Featured Products
PSOC™ Edge Microcontrollers – Next Gen MCUs for Advanced Machine LearningInfineon’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 | DEEPCRAFT™ Edge AI SolutionsDEEPCRAFT™ Edge AI Suite provides a comprehensive set of tools and software frameworks for developing intelligent edge devices with advanced AI capabilities.
MCU: PSE846GPS2DBZC4 |
AURIX™ MicrocontrollersSecuring 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 | XENSIV™ MEMS MicrophonesAI 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 |
Radar SensorThe 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 | Connectivity for ML at the EdgeThe 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 |
