{"id":23426969,"url":"https://github.com/nanitefactory/single-neuron-training","last_synced_at":"2025-08-18T20:41:17.676Z","repository":{"id":137807654,"uuid":"87918586","full_name":"NaniteFactory/Single-Neuron-Training","owner":"NaniteFactory","description":"Training a single linear neuron using gradient descent. Program written in JavaScript/HTML.","archived":false,"fork":false,"pushed_at":"2017-04-11T10:11:00.000Z","size":479,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-15T06:30:13.080Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","gradient-descent","highcharts","highcharts-js","javascript","machine-learning","machine-learning-algorithms","neural-network","neuron"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/NaniteFactory.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":"2017-04-11T10:00:01.000Z","updated_at":"2018-09-26T13:28:43.000Z","dependencies_parsed_at":null,"dependency_job_id":"21f1783b-b421-4a32-8a21-d06c8239e9a5","html_url":"https://github.com/NaniteFactory/Single-Neuron-Training","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NaniteFactory%2FSingle-Neuron-Training","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NaniteFactory%2FSingle-Neuron-Training/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NaniteFactory%2FSingle-Neuron-Training/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NaniteFactory%2FSingle-Neuron-Training/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NaniteFactory","download_url":"https://codeload.github.com/NaniteFactory/Single-Neuron-Training/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248037263,"owners_count":21037320,"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":["artificial-intelligence","artificial-neural-networks","gradient-descent","highcharts","highcharts-js","javascript","machine-learning","machine-learning-algorithms","neural-network","neuron"],"created_at":"2024-12-23T06:16:06.722Z","updated_at":"2025-04-09T12:23:33.072Z","avatar_url":"https://github.com/NaniteFactory.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Single-Neuron-Training\n\n## 개요\n- 2017학년도 4학년 1학기 `인공지능` 수업 과제\n\n## 세부사항\n- 뉴런 하나를 트레이닝하는 프로그램을 작성한다.\n- 뉴런은 1의 값을 입력으로 받으며, 목표 출력값은 5다.\n- 활성화 함수는 시그모이드(Sigmoid) 함수가 아닌 `g(x) = x`라고 가정한다.\n- `Gradient descent` 방법을 이용하여 뉴런을 학습시키고 최적의 가중치(Weight)를 찾아야 한다.\n- `Error space`를 플롯으로 표현할 것.\n\n## 실행화면\n![1](./screenshots/1.PNG)\n![2](./screenshots/2.PNG)\n![3](./screenshots/3.PNG)\n![4](./screenshots/4.PNG)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnanitefactory%2Fsingle-neuron-training","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnanitefactory%2Fsingle-neuron-training","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnanitefactory%2Fsingle-neuron-training/lists"}