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snnbench

This site hosts benchmarked results of Spiking Neural Networks (SNNs) from leading research papers. The goal is to track the leading approaches and the current state of the art in spiking neural networks.

The site is live at snnbench.com (also snnbenchmarks.com). If you would like to contribute, please reach out — contact details are on my personal site daniellong.co.

Structure

  • index.html — the benchmarks table, populated by script.js from data/.
  • background.html + background/ — explanatory pages about SNNs.
  • contact.html — contact form (web3forms).
  • data/papers.json, data/datasets.json — the benchmark data.
  • css/ — stylesheets.
  • partials/ — shared <head> and <header> markup (see Build).

Build

The shared <head> and <header> are defined once in partials/ and injected into every page by build.js. The HTML files are committed fully-rendered, so the site works when served directly with no build step.

After editing anything in partials/, or the per-page titles/descriptions in the PAGES config in build.js, re-sync all pages with:

node build.js

This rewrites the <head> and <header> of every page listed in PAGES. It is idempotent — running it without changes leaves the files untouched.

Local preview

python3 -m http.server 8000
# then open http://localhost:8000/index.html

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A site for benchmarking SNN models

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