https://github.com/jeshraghian/snn-accelerator

https://github.com/jeshraghian/snn-accelerator

Last synced: 29 days ago
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• Host: GitHub
• URL: https://github.com/jeshraghian/snn-accelerator
• Owner: jeshraghian
• License: apache-2.0
• Created: 2022-06-08T13:33:52.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-06-08T15:39:51.000Z (over 2 years ago)
• Last Synced: 2023-03-03T21:43:51.481Z (over 1 year ago)
• Language: Verilog
• Size: 25.1 MB
• Stars: 5
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# 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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# Zero to ASIC Course

This project was made as part of the [Zero to ASIC Course](https://zerotoasiccourse.com)!

# License

This project is [licensed under Apache 2](LICENSE)