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New sensAI: 10X Performance for Low Power, Smart IoT Devices at the Edge

Lattice is proud to announce the performance and design flow enhancements of our award-winning Lattice sensAI™ solutions stack, a comprehensive hardware and software solution for implementing low power (1mW-1W), always-on artificial intelligence (AI) functionality in smart devices operating at the Edge.

The full-featured Lattice sensAI stack enables fast time to market and includes everything you need to evaluate, develop and deploy FPGA-based Machine Learning / Artificial Intelligence solutions - modular hardware platforms, example demonstrations, reference designs, neural network IP cores, software tools for development, and custom design services.

New enhancements to the Lattice sensAI solution stack include:

  • 10x performance boost over previous version – driven by an updated CNN IP and neural network compiler with features like 8-bit activation quantization, smart layer merging and a dual-DSP engine

  • Expanding neural network and ML frameworks support including Keras

  • Support for quantization and fraction setting schemes for neural network training eliminates iterative post-processing

  • Simple neural network debugging via USB

  • New customizable reference designs accelerate time to market for popular use cases like object counting and presence detection

  • A growing design service partner ecosystem including full product design capability from partners such as Pixcellence makes it easier for customers to get to market faster

Take AI capabilities from cloud to device and get started with the new Lattice sensAI™ today.

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