{"id":19542306,"url":"https://github.com/ruffrey/dynamic-middle-out","last_synced_at":"2025-06-27T10:36:24.812Z","repository":{"id":146813137,"uuid":"97318348","full_name":"ruffrey/dynamic-middle-out","owner":"ruffrey","description":"dynamical neural network with novel features loosely similar to reservoir computing","archived":false,"fork":false,"pushed_at":"2017-07-19T02:52:54.000Z","size":9,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-26T05:26:45.171Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Go","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/ruffrey.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-07-15T13:42:21.000Z","updated_at":"2020-06-23T17:12:10.000Z","dependencies_parsed_at":null,"dependency_job_id":"c582f660-ffb7-4a0e-a800-5091fb79cea2","html_url":"https://github.com/ruffrey/dynamic-middle-out","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ruffrey/dynamic-middle-out","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruffrey%2Fdynamic-middle-out","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruffrey%2Fdynamic-middle-out/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruffrey%2Fdynamic-middle-out/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruffrey%2Fdynamic-middle-out/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ruffrey","download_url":"https://codeload.github.com/ruffrey/dynamic-middle-out/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruffrey%2Fdynamic-middle-out/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262240535,"owners_count":23280528,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":"2024-11-11T03:14:07.259Z","updated_at":"2025-06-27T10:36:24.791Z","avatar_url":"https://github.com/ruffrey.png","language":"Go","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Dynamic Middle-Out reservoir neural network\n\nA custom reservoir-like neural network based off my understanding\nof neuroscience and vague reading of high level papers on liquid\nstate machines (though they are few and far between). May not\nbe very similar as the math is beyond me at this point, but the\ngoal is not to be a traditional reservoir computing network.\n\nKey differences as I understand them:\n\n- use of tiny int8 for speed, instead of floats, which fundamentally\nis different from other neural networks\n- more parts of the system are dynamic (?)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fruffrey%2Fdynamic-middle-out","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fruffrey%2Fdynamic-middle-out","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fruffrey%2Fdynamic-middle-out/lists"}