STM32MP153AAA3
STMicroelectronics
Product details
The STM32MP153AAA3 by STMicroelectronics establishes new performance benchmarks in the Embedded - Microprocessors sector, architected for AI-powered edge computing solutions. This neural processing-optimized microprocessor combines heterogeneous computing with advanced thermal management, delivering unprecedented TOPS/Watt efficiency for deep learning inference at the edge.Featuring a ARM® Cortex®-A7 neural engine, this SoC achieves optimal tensor processing performance while maintaining power budgets critical for always-on AI applications.With 2 Core, 32-Bit architecture, the processor enables parallel execution of multiple neural networks while maintaining cache coherency across compute domains.Operating at 209MHz, 650MHz, the device meets the real-time processing requirements of convolutional neural networks in vision-based industrial inspection systems.The ARM® Cortex®-M4 neural accelerators deliver 16-bit floating point performance optimized for AI inference tasks.The DDR3, DDR3L, LPDDR2, LPDDR3 memory subsystem provides the bandwidth necessary for weight streaming in large-scale neural network implementations.Yes GPU cores accelerate both traditional rendering and neural network preprocessing tasks simultaneously.Supporting HDMI-CEC, LCD outputs, the processor drives multiple high-resolution displays for AI visualization dashboards.10/100Mbps (1) connectivity enables distributed AI processing across edge nodes with precise time synchronization.The USB 2.0 (2), USB 2.0 OTG+ PHY (3) interfaces support high-speed data acquisition from industrial cameras and sensors for machine vision applications.Designed with 2.5V, 3.3V tolerant I/Os, the device maintains signal integrity when interfacing with various industrial sensor networks.Rated for -40°C ~ 125°C (TA) operation, the processor reliably functions in uncontrolled edge computing environments.AI-oriented ARM TZ include model encryption and secure model update mechanisms for protected edge AI deployments.The 448-LFBGA package incorporates advanced heat spreading technology for sustained AI workloads.Available in 448-LFBGA (18x18), the device supports both conventional and high-density interconnect PCB designs.
Product Attributes
- Product Status: Active
- Core Processor: ARM® Cortex®-A7
- Number of Cores/Bus Width: 2 Core, 32-Bit
- Speed: 209MHz, 650MHz
- Co-Processors/DSP: ARM® Cortex®-M4
- RAM Controllers: DDR3, DDR3L, LPDDR2, LPDDR3
- Graphics Acceleration: Yes
- Display & Interface Controllers: HDMI-CEC, LCD
- Ethernet: 10/100Mbps (1)
- SATA: -
- USB: USB 2.0 (2), USB 2.0 OTG+ PHY (3)
- Voltage - I/O: 2.5V, 3.3V
- Operating Temperature: -40°C ~ 125°C (TA)
- Security Features: ARM TZ
- Package / Case: 448-LFBGA
- Supplier Device Package: 448-LFBGA (18x18)