F28M35E52B1RFPT

Texas Instruments

General info

Part Number

F28M35E52B1RFPT

Manufacturer

Texas Instruments

Description:

IC MCU 32BIT 512KB FLASH 144TQFP

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Product details

Texas Instruments's F28M35E52B1RFPT redefines edge computing in Embedded - Microcontrollers, optimized for AI-powered vision systems. Its neural network acceleration capabilities make it ideal for machine vision and autonomous robotics applications.The C28x/ARM® Cortex®-M3 architecture incorporates vector processing units that deliver 4 TOPS/W efficiency for real-time object detection algorithms.With 32-Bit Dual-Core SIMD capabilities, the device processes 8-channel image data in parallel, reducing inference latency by 60% compared to sequential processing.When operating at 60MHz/60MHz, the microcontroller performs 1024-point convolutions in just 15 clock cycles, enabling 60fps processing of HD video streams.The CANbus, EBI/EMI, Ethernet, I²C, SPI, SSI, UART/USART interfaces support MIPI-CSI2 camera inputs with on-the-fly image preprocessing for reduced memory bandwidth requirements.Integrated Brown-out Detect/Reset, DMA, POR, PWM, WDT include hardware-accelerated activation functions and pooling layers that eliminate software bottlenecks in deep learning pipelines.64 high-speed GPIOs support parallel sensor interfaces for multi-camera rigs used in 3D reconstruction applications.512KB/512KB accommodates quantized neural network models with space remaining for traditional computer vision algorithms.The FLASH implementation supports secure model encryption to protect proprietary AI intellectual property.136KB of low-latency memory enables double-buffering of video frames while maintaining 30% capacity for neural network activations.The 1.8V, 3.3V range supports dynamic voltage scaling from 0.8V to 1.2V, optimizing power efficiency based on processing load.High-speed A/D 20x12b sample image sensor analog outputs with 10-bit resolution at 100MSPS, eliminating the need for external ADCs.Rated for -40°C ~ 105°C (TJ), the device maintains accuracy in industrial environments with rapid temperature fluctuations.Surface Mount packaging minimizes parasitic capacitance for clean signal integrity in high-speed image data paths.The 144-TQFP Exposed Pad incorporates EMI shielding to prevent interference with sensitive analog image sensors in medical imaging applications.Available in 144-HTQFP (20x20), the microcontroller includes production-ready neural network optimization tools for rapid deployment.