{"id":18367565,"url":"https://github.com/osmanjimenez/perceptron","last_synced_at":"2026-05-03T01:44:15.409Z","repository":{"id":124901902,"uuid":"304974295","full_name":"OsmanJimenez/Perceptron","owner":"OsmanJimenez","description":"Algoritmo que mediante algoritmos de inteligencia artificial comprueba las compuertas lógicas de AND, NAND, OR y NOR.","archived":false,"fork":false,"pushed_at":"2020-12-12T14:37:50.000Z","size":7054,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-10T19:46:40.034Z","etag":null,"topics":["bootstrap","flask-application","html5","mysql","python"],"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/OsmanJimenez.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":"2020-10-17T21:43:18.000Z","updated_at":"2020-12-12T15:47:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"a679664d-4beb-43bf-a53b-2a64a1005082","html_url":"https://github.com/OsmanJimenez/Perceptron","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/OsmanJimenez/Perceptron","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OsmanJimenez%2FPerceptron","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OsmanJimenez%2FPerceptron/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OsmanJimenez%2FPerceptron/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OsmanJimenez%2FPerceptron/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OsmanJimenez","download_url":"https://codeload.github.com/OsmanJimenez/Perceptron/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OsmanJimenez%2FPerceptron/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32555839,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T00:31:16.350Z","status":"ssl_error","status_checked_at":"2026-05-03T00:31:15.546Z","response_time":132,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":["bootstrap","flask-application","html5","mysql","python"],"created_at":"2024-11-05T23:22:28.542Z","updated_at":"2026-05-03T01:44:15.392Z","avatar_url":"https://github.com/OsmanJimenez.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n![Algoritmo que mediante algoritmos de inteligencia artificial comprueba las compuertas lógicas de AND, NAND, OR y NOR.](https://i.pinimg.com/originals/80/23/2d/80232d7d5c2ebc0f5748d4bddc97ecd1.png)\n\n# Perceptrón Python\nAlgoritmo que mediante algoritmos de inteligencia artificial comprueba las compuertas lógicas de AND, NAND, OR y NOR.\n\n## Objetivo General\n - Desarrollar un algoritmo con inteligencia artificial que muestre la cantidad de iteraciones a realizar el sistema para hallar los valores de cada compuerta lógica.\n \n## Objetivos Específicos\n\n - Identificar el algoritmo mas eficientes para la realización de los procesos\n - Diseñar una interfaz grafica que muestre los valores calculados\n - Mostrar el numero de iteraciones y valores generados en cada transacción del proceso en el perceptrón.\n\n## Explicación                                           \n\n 1)  Definir (x1) y (x2), | Según la compuerta lógica en este caso AND.\n 2)  Inicializar los pesos (p1) y (p2) entre -1 y 1 | Numero Aleatorio.\n 3)  Calcular umbral (u) entre -1 y 1 | Numero Aleatorio.\n 4)  Calcular coeficiente de aprendizaje (n) entre 0 y 1 | Numero Aleatorio.\n 5)  Calcular coeficiente de aprendizaje (y) | Formula.\n 6)  Aplicar función escalón dependiendo del coeficiente de aprendizaje (f) | Función Escalón.\n 7)  Calcular valor esperado (d) | Según la compuerta lógica en este caso AND.\n 8)  Calcular valor de error (e) | Formula.\n 9)  Calcular variación para los pesos (v1) y (v2) | Formula.\n 10) Calcular nuevos pesos (pe1) y (pe2) | Formula .\n 11)  Calcular nuevo umbral (um) | Formula.\n\n\n## Herramientas de Desarrollo\n\n - Bootstrap 5.\n - CSS3.\n - HTML5.\n -  Flask.\n - JavaScript.\n - JQuery.\n - MySQL.\n - Python.\n\n\n## Herramientas de Diseño\n\n - Adobe Photoshop.\n - Adobe XD.\n  \n## Herramientas de Organización\n\n - GitHub.\n - Tablero Kanban.\n \n  ## Metodologías de Desarrollo\n \n - Metodología XP.\n - Metodología Scrum.\n \n ##  Comunidades de Apoyo\n \n - Google Developers.\n - Stack Overflow.\n \n ## Estándares Aplicados\n\n - Marco de Diseño de Google Design.\n - Principios de Usabilidad de Jakob Nielsen.\n - SOLID.\n \n ## Licencia\n[MIT](https://choosealicense.com/licenses/mit/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fosmanjimenez%2Fperceptron","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fosmanjimenez%2Fperceptron","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fosmanjimenez%2Fperceptron/lists"}