{"id":8842,"date":"2024-01-03T20:16:59","date_gmt":"2024-01-03T20:16:59","guid":{"rendered":"https:\/\/dailyai.com\/?p=8842"},"modified":"2024-01-04T11:12:34","modified_gmt":"2024-01-04T11:12:34","slug":"oxford-university-study-demonstrate-how-biological-learning-trumps-ai","status":"publish","type":"post","link":"https:\/\/dailyai.com\/es\/2024\/01\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\/","title":{"rendered":"Un estudio de la Universidad de Oxford demuestra c\u00f3mo el aprendizaje biol\u00f3gico supera a la IA"},"content":{"rendered":"<p><b>Investigadores de la Unidad de Din\u00e1mica de Redes Cerebrales del MRC y del Departamento de Inform\u00e1tica de la Universidad de Oxford han hallado un novedoso medio para comparar el aprendizaje en los sistemas de IA y el cerebro humano.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">El estudio comienza abordando una cuesti\u00f3n fundamental tanto en el aprendizaje humano como en el aprendizaje autom\u00e1tico: la asignaci\u00f3n de cr\u00e9ditos. Este concepto identifica qu\u00e9 partes del proceso de aprendizaje son responsables de los errores, algo intr\u00ednseco al propio proceso de aprendizaje.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Los sistemas de IA lo abordan mediante la retropropagaci\u00f3n, ajustando los par\u00e1metros para corregir los errores en la salida.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La retropropagaci\u00f3n funciona como un bucle de retroalimentaci\u00f3n. Cuando una IA hace una predicci\u00f3n o toma una decisi\u00f3n que resulta ser incorrecta, este m\u00e9todo se retroalimenta a trav\u00e9s de las capas de la red.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El proceso identifica qu\u00e9 partes del c\u00e1lculo han contribuido al error y, a continuaci\u00f3n, ajusta esas partes espec\u00edficas, perfeccionando as\u00ed el proceso de toma de decisiones de la IA para futuras predicciones.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En <\/span><a href=\"https:\/\/www.nature.com\/articles\/s41593-023-01514-1\"><span style=\"font-weight: 400;\">estudiar<\/span><\/a><span style=\"font-weight: 400;\">publicado en Nature Neuroscience, explica c\u00f3mo la retropropagaci\u00f3n difiere significativamente del m\u00e9todo de aprendizaje del cerebro humano.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Una nueva investigaci\u00f3n de <a href=\"https:\/\/twitter.com\/MRCBNDU?ref_src=twsrc%5Etfw\">@MRCBNDU<\/a> demuestra que la forma en que aprende el cerebro es diferente y mejor que la forma en que aprenden los sistemas de inteligencia artificial: <a href=\"https:\/\/t.co\/Tg1d9vdsKy\">https:\/\/t.co\/Tg1d9vdsKy<\/a><a href=\"https:\/\/twitter.com\/hashtag\/OxfordAI?src=hash&amp;ref_src=twsrc%5Etfw\">#OxfordAI<\/a><\/p>\n<p>- Departamento Nuffield de Neurociencias Cl\u00ednicas (@NDCNOxford) <a href=\"https:\/\/twitter.com\/NDCNOxford\/status\/1742493014793097510?ref_src=twsrc%5Etfw\">3 de enero de 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>Mientras que la IA se basa tradicionalmente en la retropropagaci\u00f3n para atajar los errores, los investigadores proponen que el cerebro realice las mismas tareas mediante un proceso denominado \"configuraci\u00f3n prospectiva\".<\/p>\n<p><span style=\"font-weight: 400;\">En la configuraci\u00f3n prospectiva, el cerebro, en lugar de ajustar directamente las conexiones en funci\u00f3n de los errores, predice primero el patr\u00f3n ideal de actividad neuronal resultante del aprendizaje. S\u00f3lo despu\u00e9s de esta predicci\u00f3n se producen cambios en las conexiones neuronales.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Este m\u00e9todo contrasta con la retropropagaci\u00f3n utilizada en la IA, en la que el proceso es inverso: los ajustes de las conexiones conducen y los cambios en la actividad neuronal siguen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Y lo que es m\u00e1s importante, la configuraci\u00f3n prospectiva, un enfoque que probablemente comparten pr\u00e1cticamente todos los cerebros biol\u00f3gicos, ofrece un mecanismo de aprendizaje m\u00e1s eficaz que la retropropagaci\u00f3n.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A diferencia de la IA, los humanos pueden asimilar r\u00e1pidamente nueva informaci\u00f3n con una exposici\u00f3n m\u00ednima y sin erosionar los conocimientos existentes, una habilidad que la IA tiene dificultades para igualar. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Esta estrategia no s\u00f3lo preserva los conocimientos existentes, sino que acelera el proceso de aprendizaje.<\/span><\/p>\n<h2>Todav\u00eda hay vida en el viejo cerebro humano<\/h2>\n<p><span style=\"font-weight: 400;\">El equipo ilustra este concepto con una analog\u00eda. Imaginemos un oso pescando salmones: utiliza la vista del r\u00edo y el olor del salm\u00f3n para predecir el \u00e9xito.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Si el oso de repente no puede o\u00edr el r\u00edo debido a un o\u00eddo da\u00f1ado, un modelo de IA asumir\u00eda incorrectamente la ausencia de salm\u00f3n.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En cambio, el cerebro del animal, que funciona con una configuraci\u00f3n prospectiva, seguir\u00eda bas\u00e1ndose en el olor para deducir la presencia del salm\u00f3n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Esta teor\u00eda, respaldada por simulaciones inform\u00e1ticas, demuestra que los modelos que utilizan la configuraci\u00f3n prospectiva superan a las redes neuronales de IA tradicionales en eficacia de aprendizaje.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El profesor Rafal Bogacz, investigador principal de la Unidad de Din\u00e1mica de Redes Cerebrales del MRC y del Departamento Nuffield de Neurociencias Cl\u00ednicas de Oxford, <\/span><a href=\"https:\/\/www.ox.ac.uk\/news\/2024-01-03-study-shows-way-brain-learns-different-way-artificial-intelligence-systems-learn\"><span style=\"font-weight: 400;\">descripci\u00f3n del estudio<\/span><\/a><span style=\"font-weight: 400;\">: \"Actualmente existe una gran brecha entre los modelos abstractos que realizan la configuraci\u00f3n prospectiva y nuestro conocimiento detallado de la anatom\u00eda de las redes cerebrales\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Las futuras investigaciones de nuestro grupo pretenden tender un puente entre los modelos abstractos y los cerebros reales, y comprender c\u00f3mo se implementa el algoritmo de configuraci\u00f3n prospectiva en las redes corticales anat\u00f3micamente identificadas.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El coautor, el Dr. Yuhang Song, a\u00f1ade: \"En el caso del aprendizaje autom\u00e1tico, la simulaci\u00f3n de la configuraci\u00f3n prospectiva en los ordenadores existentes es lenta, porque funcionan de formas fundamentalmente distintas a las del cerebro biol\u00f3gico. Es necesario desarrollar un nuevo tipo de ordenador o hardware dedicado inspirado en el cerebro, que sea capaz de implementar la configuraci\u00f3n prospectiva r\u00e1pidamente y con poco consumo de energ\u00eda.\"<\/span><\/p>\n<h2>La IA bioinspirada est\u00e1 en proyecto<\/h2>\n<p><a href=\"https:\/\/dailyai.com\/es\/2023\/08\/the-evolution-of-bio-inspired-ai-developments-and-future-direction\/\"><span style=\"font-weight: 400;\">IA bioinspirada<\/span><\/a><span style=\"font-weight: 400;\">El objetivo de la IA neurom\u00f3rfica es crear sistemas capaces de percibir, pensar y comportarse como organismos naturales. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">I<\/span><span style=\"font-weight: 400;\">t se centra en la elegancia, la adaptabilidad y la eficiencia energ\u00e9tica, atributos inherentes a los sistemas biol\u00f3gicos.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El cerebro humano, con su uso eficiente de la energ\u00eda y su capacidad para prosperar en entornos variados, sigue superando a la IA en numerosas disciplinas y aplicaciones. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">De hecho, nuestro cerebro, con una potencia m\u00ednima, es consciente - <\/span><a href=\"https:\/\/dailyai.com\/es\/2023\/09\/are-current-ai-systems-exhibiting-any-signs-of-consciousness\/\"><span style=\"font-weight: 400;\">un hito que, seg\u00fan la mayor\u00eda de las estimaciones, la IA a\u00fan no ha alcanzado.<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En contraste con las colosales demandas de energ\u00eda de modelos actuales de IA como ChatGPT, que requieren miles de GPU hambrientas de energ\u00eda, la IA bioinspirada pretende desarrollar sistemas m\u00e1s sostenibles y adaptables.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00daltimamente se han producido avances en este campo, con IBM y Rain AI. <\/span><a href=\"https:\/\/dailyai.com\/es\/2023\/10\/ibm-northpole-chip-promises-faster-low-energy-ai-processing\/\"><span style=\"font-weight: 400;\">desarrollo de chips de bajo consumo<\/span><\/a><span style=\"font-weight: 400;\"> modelado de las funciones sin\u00e1pticas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sam Altman, Director General de OpenAI <\/span><a href=\"https:\/\/dailyai.com\/es\/2023\/12\/openai-setup-a-multi-million-deal-to-buy-chips-from-altman-backed-company\/\"><span style=\"font-weight: 400;\">respaldado Rain AI<\/span><\/a><span style=\"font-weight: 400;\"> el a\u00f1o pasado, y OpenAI pretend\u00eda asegurarse millones de d\u00f3lares en chips de ellos.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Otros enfoques novedosos de la IA bioinspirada <\/span><a href=\"https:\/\/dailyai.com\/es\/2023\/08\/ex-google-researchers-establish-an-innovative-bio-inspired-ai-startup\/\"><span style=\"font-weight: 400;\">incluir la inteligencia de enjambre<\/span><\/a><span style=\"font-weight: 400;\">que trata de imitar la toma de decisiones colectiva de grupos de insectos, aves y peces.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A medida que este campo avance, promete colmar las lagunas detectadas en los modelos tradicionales de IA, conduci\u00e9ndonos hacia un futuro en el que las m\u00e1quinas no sean meras herramientas, sino entidades con cierto grado de autonom\u00eda e interacci\u00f3n con el entorno.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sin embargo, como demuestra el estudio de Oxford, la IA debe responder a preguntas fundamentales antes de poder equipararse a los cerebros biol\u00f3gicos.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Investigadores de la Unidad de Din\u00e1mica de Redes Cerebrales del MRC y del Departamento de Inform\u00e1tica de la Universidad de Oxford han identificado un novedoso medio para comparar el aprendizaje en los sistemas de IA y el cerebro humano.  El estudio comienza abordando una cuesti\u00f3n fundamental tanto en el aprendizaje humano como en el de las m\u00e1quinas: la asignaci\u00f3n de cr\u00e9ditos. Este concepto identifica qu\u00e9 partes del proceso de aprendizaje son responsables de los errores, lo cual es intr\u00ednseco al propio proceso de aprendizaje.  Los sistemas de IA lo abordan mediante la retropropagaci\u00f3n, ajustando los par\u00e1metros para corregir los errores en la salida.  La retropropagaci\u00f3n funciona como un bucle de retroalimentaci\u00f3n. Cuando una IA hace una predicci\u00f3n o toma una decisi\u00f3n que resulta ser incorrecta,<\/p>","protected":false},"author":2,"featured_media":8843,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[350,510,331],"class_list":["post-8842","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-bio-inspired-ai","tag-neuromorphic-computing","tag-neuroscience"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Oxford University study demonstrates how biological learning trumps AI | DailyAI<\/title>\n<meta name=\"description\" content=\"Researchers from the MRC Brain Network Dynamics Unit and Oxford University\u2019s Department of Computer Science have identified a novel means for comparing learning in AI systems and the human brain.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/es\/2024\/01\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Oxford University study demonstrates how biological learning trumps AI | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from the MRC Brain Network Dynamics Unit and Oxford University\u2019s Department of Computer Science have identified a novel means for comparing learning in AI systems and the human brain.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/es\/2024\/01\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-03T20:16:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-04T11:12:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/shutterstock_2140344435.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"563\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"Oxford University study demonstrates how biological learning trumps AI\",\"datePublished\":\"2024-01-03T20:16:59+00:00\",\"dateModified\":\"2024-01-04T11:12:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\\\/\"},\"wordCount\":813,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/oxford-university-study-demonstrate-how-biological-learning-trumps-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/shutterstock_2140344435.jpg\",\"keywords\":[\"Bio-inspired AI\",\"Neuromorphic computing\",\"Neuroscience\"],\"articleSection\":[\"Ethics &amp; 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