WP3161W1EFEI-320B1
Microchip Technology
Product details
The WP3161W1EFEI-320B1 from Microchip Technology revolutionizes Embedded - Microcontrollers - Application Specific by delivering unmatched computational density for AI edge applications. This application-specific microcontroller combines neural network acceleration with traditional control capabilities, enabling intelligent embedded systems.Engineered for Network Processor scenarios, the device includes hardware accelerators for TensorFlow Lite operations. The architecture supports concurrent execution of control algorithms and machine learning inference.At its core, the MIPS32® 34Kc™ delivers 4x the vector processing performance of previous generations. The SIMD (Single Instruction Multiple Data) units accelerate matrix operations essential for neural networks.With SRAM flexibility, the memory subsystem supports model parameter storage. The hierarchical cache architecture reduces external memory bandwidth requirements by 60%.The I²C, RMII, UART connectivity includes high-speed MIPI CSI-2 for vision sensors. Each interface implements adaptive equalization for reliable data transmission over long cables.The Surface Mount configuration supports high-density PCB layouts common in edge devices. The package footprint minimizes board space while maintaining adequate thermal dissipation.Available in 896-BGA, FCBGA format, the package includes EMI shielding for RF-sensitive applications. The low-inductance package design enables clean power delivery at high clock frequencies.Delivered in 896-FCBGA (31x31) configuration, each unit includes pre-programmed neural network kernels. The production flow includes 100% functional testing of AI acceleration features.
Product Attributes
- Product Status: Active
- Applications: Network Processor
- Core Processor: MIPS32® 34Kc™
- Program Memory Type: SRAM
- Controller Series: -
- RAM Size: -
- Interface: I²C, RMII, UART
- Number of I/O: -
- Voltage - Supply: -
- Operating Temperature: -
- Mounting Type: Surface Mount
- Package / Case: 896-BGA, FCBGA
- Supplier Device Package: 896-FCBGA (31x31)