{"id":19554091,"url":"https://github.com/berndporr/deepneuronalfilter","last_synced_at":"2025-04-26T21:31:43.290Z","repository":{"id":47816831,"uuid":"306690603","full_name":"berndporr/deepNeuronalFilter","owner":"berndporr","description":"Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.","archived":false,"fork":false,"pushed_at":"2025-04-24T16:00:57.000Z","size":300395,"stargazers_count":13,"open_issues_count":0,"forks_count":13,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-24T17:21:50.877Z","etag":null,"topics":["adaptive-filtering","deep-learning","digital-signal-processing","realtime"],"latest_commit_sha":null,"homepage":"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0277974","language":"C++","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/berndporr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2020-10-23T16:32:07.000Z","updated_at":"2025-04-18T17:18:16.000Z","dependencies_parsed_at":"2024-11-11T04:28:03.942Z","dependency_job_id":"68c7b1f5-57f6-458d-bb7e-137d8d154091","html_url":"https://github.com/berndporr/deepNeuronalFilter","commit_stats":null,"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berndporr%2FdeepNeuronalFilter","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berndporr%2FdeepNeuronalFilter/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berndporr%2FdeepNeuronalFilter/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berndporr%2FdeepNeuronalFilter/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/berndporr","download_url":"https://codeload.github.com/berndporr/deepNeuronalFilter/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251057387,"owners_count":21529638,"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":["adaptive-filtering","deep-learning","digital-signal-processing","realtime"],"created_at":"2024-11-11T04:25:49.308Z","updated_at":"2025-04-26T21:31:42.817Z","avatar_url":"https://github.com/berndporr.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Neuronal Filter (DNF)\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7100537.svg)](https://doi.org/10.5281/zenodo.7100537)\n\n## Prerequisites Libraries and packages\n\n1) Install the IIR and FIR filter libraries\n\nInstallation instructions are in these repositories:\n\n - IIR: https://github.com/berndporr/iir1\n - FIR: https://github.com/berndporr/fir1\n\n2) Install openCV library by running:\n\nLinux: `sudo apt install libopencv-dev`, Mac: `brew install opencv`\n\n3) Install boost library by running:\n\nLinux: `sudo apt-get install libboost-dev`, Mac: is included in opencv\n\n4) And make sure you have `cmake` installed.\n\n## How to compile\n\nType:\n\n```\ncmake .\n```\nto create the makefile and then\n\n```\nmake\n```\nto compile the library and the demos.\n\n## Installation\n\n```\nsudo make install\n```\n\n## Documentation\n\n - Online: https://berndporr.github.io/deepNeuronalFilter/\n - PDF: https://github.com/berndporr/deepNeuronalFilter/blob/main/docs/pdf/refman.pdf\n\n## Applications\n\n - eeg_filter: removes noise from real EEG data (release)\n - eeg_sim: removes noise from simulated EEG data (release)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberndporr%2Fdeepneuronalfilter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fberndporr%2Fdeepneuronalfilter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberndporr%2Fdeepneuronalfilter/lists"}