{"id":28727933,"url":"https://github.com/fzenke/spytorch","last_synced_at":"2026-01-27T00:19:50.564Z","repository":{"id":37749434,"uuid":"170391179","full_name":"fzenke/spytorch","owner":"fzenke","description":"Tutorial for surrogate gradient learning in spiking neural networks","archived":false,"fork":false,"pushed_at":"2024-07-25T11:04:41.000Z","size":6737,"stargazers_count":320,"open_issues_count":3,"forks_count":80,"subscribers_count":16,"default_branch":"main","last_synced_at":"2025-06-15T15:25:15.856Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/fzenke.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-02-12T21:04:49.000Z","updated_at":"2025-06-15T12:12:43.000Z","dependencies_parsed_at":"2022-07-08T04:49:41.152Z","dependency_job_id":"c3b87502-b172-4ba7-8846-7fabb307c6b8","html_url":"https://github.com/fzenke/spytorch","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/fzenke/spytorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fzenke%2Fspytorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fzenke%2Fspytorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fzenke%2Fspytorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fzenke%2Fspytorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fzenke","download_url":"https://codeload.github.com/fzenke/spytorch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fzenke%2Fspytorch/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28792748,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-26T21:49:50.245Z","status":"ssl_error","status_checked_at":"2026-01-26T21:48:29.455Z","response_time":59,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-15T15:16:30.896Z","updated_at":"2026-01-27T00:19:50.546Z","avatar_url":"https://github.com/fzenke.png","language":"Jupyter Notebook","funding_links":[],"categories":["Frameworks"],"sub_categories":[],"readme":"# SpyTorch\nA tutorial on surrogate gradient learning in spiking neural networks\n\nVersion: 0.4\n\n[![DOI](https://zenodo.org/badge/170391179.svg)](https://zenodo.org/badge/latestdoi/170391179)\n\nThis repository contains tutorial files to get you started with the basic ideas\nof surrogate gradient learning in spiking neural networks using PyTorch. \n\nYou find a brief introductory video accompanying these notebooks here https://youtu.be/xPYiAjceAqU\n\nFeedback and contributions are welcome.\n\nFor more information on surrogate gradient learning please refer to:\n\u003e Neftci, E.O., Mostafa, H., and Zenke, F. (2019). Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-based optimization to spiking neural networks. IEEE Signal Processing Magazine 36, 51–63.\n\u003e https://ieeexplore.ieee.org/document/8891809\n\u003e preprint: https://arxiv.org/abs/1901.09948\n\n\nAlso see https://github.com/surrogate-gradient-learning\n\n## Copyright and license\n\nCopyright 2019-2022 Friedemann Zenke, https://fzenke.net\n\nThis work is licensed under a Creative Commons Attribution 4.0 International License.\nhttp://creativecommons.org/licenses/by/4.0/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffzenke%2Fspytorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffzenke%2Fspytorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffzenke%2Fspytorch/lists"}