Lattice Semiconductor Corporation, a supplier of low power programmable logic devices, announced performance and design flow enhancements for its Lattice SensAI solutions stack.
The Lattice sensAI stack provides 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.
According to the company, new enhancements to the Lattice sensAI solution stack include:
- 10 times performance
- 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
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