A Lightweight Spiking Neural Network Accelerator

A spiking neural network accelerator in the SkyWater 130nm process using heterogenous time constants to model a variety of temporal dynamics. Input events can be streamed at a rate of up to 50 MEvents per second, and the accelerator can process them in a dense network with 128 hidden neurons at up to approximately 214 MHz.

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License

This project is licensed under Apache 2