{"id":396,"date":"2026-06-07T17:28:32","date_gmt":"2026-06-07T14:28:32","guid":{"rendered":"https:\/\/neurotechnologijos.com\/services\/nt-adaptive-pcie\/"},"modified":"2026-06-17T05:36:42","modified_gmt":"2026-06-17T02:36:42","slug":"nt-adaptive-pcie","status":"publish","type":"service","link":"https:\/\/neurotechnologijos.com\/pt-pt\/services\/nt-adaptive-pcie\/","title":{"rendered":"NT Adaptive \u2122 PCIe"},"content":{"rendered":"<h3>S\u00c9RIE DE PLACAS DE CONTROLO NEUROM\u00d3RFICAS COM INTERFACE PCIE<\/h3>\n<section class=\"news-content-section\">\n<div class=\"container news-content-grid\">\n<div class=\"news-content-image\">\n<p>As placas de controlo da s\u00e9rie NT Adaptive PCIe de mem\u00f3ria neurom\u00f3rfica n\u00e3o t\u00eam microcontrolador e podem ser montadas em qualquer PC ou outro dispositivo com um conector PCIe. As placas NT Adaptive PCIe oferecem tr\u00eas vers\u00f5es \u2013 com 4, 8 ou 16 chips neurais.<\/p>\n<h4>Exemplos em v\u00eddeo<\/h4>\n<h4 class=\"link-youtube\"><a href=\"https:\/\/www.youtube.com\/channel\/UCSzZjhhL-AkvKnRfq5Dt1Hw\/videos\">Assista aos v\u00eddeos da NeuroTechnologijos no YouTube &gt;&gt;&gt;<\/a><\/h4>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/-vcuw6BBTLE?si=ifrC21Ayp-UlCTqx\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>\u00c9 apresentada a oportunidade do neurom\u00f3rfico identificar as posi\u00e7\u00f5es dos disjuntores e LED que indicam o equipamento real.<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/ofTy-4CKhmw?si=nY0WCMi7GdeVtZPq\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>O programa \u00e9 desenvolvido em Python e combina diversas op\u00e7\u00f5es para demonstrar as capacidades dos chips neurom\u00f3rficos.<br \/>\nReconhecimento de posi\u00e7\u00f5es de unidades de alimenta\u00e7\u00e3o autom\u00e1tica, indica\u00e7\u00e3o luminosa de l\u00e2mpadas de controlo, indica\u00e7\u00f5es de<br \/>\nmostradores, valores de indicadores de sete segmentos e posi\u00e7\u00f5es de interruptores. \u00c9 apresentado o programa de demonstra\u00e7\u00e3o<br \/>\nescrito em Python. Este programa de demonstra\u00e7\u00e3o utiliza uma combina\u00e7\u00e3o da biblioteca aberta OpenCV e do chip CM1K<br \/>\n(NM500) quando se trabalha com a placa de expans\u00e3o PCIe. A OpenCV foi utilizada para procurar rostos em fotografias, a<br \/>\nforma\u00e7\u00e3o e o reconhecimento dos pr\u00f3prios rostos foram efetuados utilizando chips neurom\u00f3rficos.<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/Rzo8LsORMmg?si=hY9kdJSiOWURKInB\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>\u00c9 apresentado o programa de demonstra\u00e7\u00e3o escrito em Python. Este programa de demonstra\u00e7\u00e3o utiliza uma combina\u00e7\u00e3o da biblioteca aberta OpenCV e do chip CM1K (NM500) quando se trabalha com a placa de expans\u00e3o PCIe. A OpenCV foi utilizada para procurar rostos em fotografias, a forma\u00e7\u00e3o e o reconhecimento dos pr\u00f3prios rostos foram efetuados utilizando chips neurom\u00f3rficos.<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/ZByaW1v9zaU?si=bj_7POVBnLB_VBA6\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<div class=\"elementor-element elementor-element-b9d073c elementor-widget elementor-widget-text-editor\" data-id=\"b9d073c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">Demonstra\u00e7\u00e3o do programa desenvolvida em Python. Demonstra\u00e7\u00e3o da sequ\u00eancia de sele\u00e7\u00e3o de imagens, sele\u00e7\u00e3o ROI, sele\u00e7\u00e3o e afina\u00e7\u00e3o de par\u00e2metros de um chip neurom\u00f3rfico, tais como MAXIF, categorias, forma\u00e7\u00e3o e verifica\u00e7\u00e3o dos resultados de aprendizagem. Este programa utiliza chips neurom\u00f3rficos numa placa PCIe.<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-fe2815b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fe2815b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-divider\"><\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-0cedee9 elementor-widget elementor-widget-text-editor\" data-id=\"0cedee9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<h2>Controlador neurom\u00f3rfico<\/h2>\n<h3>Descri\u00e7\u00e3o geral<\/h3>\n<p>A NT Adaptive PCIe \u00e9 uma rede neural de silicone totalmente paralela \u2013 \u00e9 uma cadeia de elementos id\u00eanticos (neur\u00f3nios) endere\u00e7ados em paralelo e com o seu pr\u00f3prio material \u201cgen\u00e9tico\u201d para aprender e recordar padr\u00f5es sem executar uma \u00fanica linha de c\u00f3digo e sem informar qualquer unidade supervisora. Al\u00e9m disso, os neur\u00f3nios colaboram na totalidade uns com os outros atrav\u00e9s de um bus bidirecional e paralelo, que \u00e9 a chave para a precis\u00e3o, adaptabilidade e velocidade do desempenho. Na verdade, cada neur\u00f3nio incorpora informa\u00e7\u00f5es de todos os outros neur\u00f3nios na sua pr\u00f3pria l\u00f3gica de aprendizagem e na sua l\u00f3gica de resposta.<\/p>\n<p>O acesso \u00e0 rede \u00e9 efetuado atrav\u00e9s da interface PCIe.<\/p>\n<p><b>Descri\u00e7\u00e3o do controlador<br \/>\n<\/b><\/p>\n<h3>Principais funcionalidades da rede neural<\/h3>\n<ul>\n<li>Grupo de 2304 neur\u00f3nios (at\u00e9 256 componentes) neur\u00f3nios id\u00eanticos reconhecem o mesmo padr\u00e3o em paralelo;<\/li>\n<li>O tamanho dos componentes \u2013 8\u00a0bits;<\/li>\n<li>Todos os neur\u00f3nios t\u00eam o mesmo comportamento e executam as instru\u00e7\u00f5es em paralelo,<br \/>\nindependentemente do cluster ou at\u00e9 mesmo do chip a que pertencem;<\/li>\n<li>Aprendizagem e reconhecimento de alta velocidade para um neur\u00f3nio (&lt;80\u00a0\u03bcs);<\/li>\n<li>Os neur\u00f3nios podem ser associados a diferentes contextos (at\u00e9 128) e a sua utiliza\u00e7\u00e3o pode ser ativada<br \/>\nou desativada selecionando um valor de contexto;<\/li>\n<li>Sem controlador ou supervisor;<\/li>\n<li>Sele\u00e7\u00e3o de um ou dois classificadores: K-vizinho mais pr\u00f3ximo (KNN) ou fun\u00e7\u00e3o de base radial (RBF);<\/li>\n<li>Sele\u00e7\u00e3o de uma ou duas m\u00e9tricas: L1 (dist\u00e2ncia de Manhattan) ou Lsup (dist\u00e2ncia de Chebyshev);<\/li>\n<li>O tempo de reconhecimento \u00e9 independente do n\u00famero de neur\u00f3nios em utiliza\u00e7\u00e3o;<\/li>\n<li>Gerador autom\u00e1tico de modelos incorporado nos neur\u00f3nios<\/li>\n<\/ul>\n<h3>Opera\u00e7\u00f5es<\/h3>\n<p>A interface para a rede neural resume-se a 4 opera\u00e7\u00f5es principais:<\/p>\n<ul>\n<li>Aprender um vetor;<\/li>\n<li>Reconhecer um vetor;<\/li>\n<li>Guardar o conhecimento desenvolvido pelos neur\u00f3nios;<\/li>\n<li>Carregar um conhecimento nos neur\u00f3nios.<\/li>\n<\/ul>\n<p>Estas opera\u00e7\u00f5es s\u00e3o executadas atrav\u00e9s de fun\u00e7\u00f5es API.<\/p>\n<h3>Estrutura de dados<\/h3>\n<p>O conte\u00fado de cada neur\u00f3nio \u00e9 guardado em 263\u00a0bytes da seguinte forma:<\/p>\n<ul>\n<li>256\u00a0bytes de vetor;<\/li>\n<li>1\u00a0byte de contexto;<\/li>\n<li>2\u00a0bytes de campo de influ\u00eancia m\u00ednima;<\/li>\n<li>2\u00a0bytes de campo de influ\u00eancia ativa;<\/li>\n<li>2\u00a0bytes de categoria.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"news-content-text\">\n<div class=\"service-documentation-box\">\n<h3>Documenta\u00e7\u00e3o<\/h3>\n<ul class=\"service-documentation-list\">\n<li><a href=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2021\/03\/nt-adaptive-pcie.pdf\" target=\"_blank\" rel=\"noopener\"><br \/>\n<span class=\"doc-icon\"><br \/>\n<i class=\"fas fa-file-pdf\" aria-hidden=\"true\"><\/i><br \/>\n<\/span><br \/>\n<span class=\"doc-text\">NT Adaptive PCle<\/span><br \/>\n<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/neurotechnologijos\/PCIEx_NM500\" target=\"_blank\" rel=\"noopener\"><br \/>\n<span class=\"doc-icon\"><br \/>\n<i class=\"fab fa-github\" aria-hidden=\"true\"><\/i><br \/>\n<\/span><br \/>\n<span class=\"doc-text\">GitHub<\/span><br \/>\n<\/a><\/li>\n<\/ul>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-68\" src=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16_1-1024x905-1-300x265.png\" alt=\"\" width=\"300\" height=\"265\" srcset=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16_1-1024x905-1-300x265.png 300w, https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16_1-1024x905-1-768x679.png 768w, https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16_1-1024x905-1.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<h3>Especifica\u00e7\u00f5es el\u00e9tricas<\/h3>\n<p>Fonte de alimenta\u00e7\u00e3o Vcc de 12\u00a0VDC Pot\u00eancia total de at\u00e9 4\u00a0W<\/p>\n<h3>Especifica\u00e7\u00e3o da interface<\/h3>\n<p>PCI Express X1 2,5\u00a0GT\/s (Especifica\u00e7\u00e3o base de PCI Express, rev.2.1)<\/p>\n<h3>Especifica\u00e7\u00e3o mec\u00e2nica<\/h3>\n<p>Para instala\u00e7\u00e3o em caixa 2U. Dimens\u00f5es: 120\u00d768\u00a0mm.<\/p>\n<h3>Especifica\u00e7\u00e3o clim\u00e1tica<\/h3>\n<p>Temperatura de funcionamento: -40\u00a0\u00b0C a +60\u00a0\u00b0C Temperatura de armazenagem: -50\u00a0\u00b0C a +80\u00a0\u00b0C<\/p>\n<div class=\"elementor-element elementor-element-2961911 elementor-widget elementor-widget-image\" data-id=\"2961911\" data-element_type=\"widget\" data-widget_type=\"image.default\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-69\" src=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16-ism2-212x300.png\" alt=\"\" width=\"212\" height=\"300\" srcset=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16-ism2-212x300.png 212w, https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-4-8-16-ism2.png 423w\" sizes=\"auto, (max-width: 212px) 100vw, 212px\" \/><\/div>\n<div data-id=\"2961911\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n<div class=\"elementor-element elementor-element-39ae5e5 elementor-widget elementor-widget-text-editor\" data-id=\"39ae5e5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div>\n<p>Os controladores\u00a0<b>NT Adaptive AI<\/b>\u00a0identificam v\u00e1rios sinais e efetuam a\u00e7\u00f5es programadas.<br \/>\nAs placas neurais\u00a0\u00a0<b>NT Adaptive PCIe<\/b>\u00a0podem reconhecer imagens est\u00e1ticas e de v\u00eddeo, sons, v\u00e1rios sinais el\u00e9tricos, texto, dados.<br \/>\nO processo de reconhecimento de sinais em chips neurom\u00f3rficos ocorre ao n\u00edvel do hardware e gera uma enor sme acelera\u00e7\u00e3o para o processador central. Os controladores reconhecem sinais em microssegundos com apenas mili-watts de pot\u00eancia.<br \/>\nPossibilidades:<\/p>\n<ul>\n<li>Identifica\u00e7\u00e3o;<\/li>\n<li>Classifica\u00e7\u00e3o;<\/li>\n<li>Dete\u00e7\u00e3o de novidades;<\/li>\n<li>Dete\u00e7\u00e3o de anomalias;<\/li>\n<li>Segmenta\u00e7\u00e3o contextual de imagens;<\/li>\n<li>Acompanhamento com aprendizagem refor\u00e7ada \u00e0 medida que o alvo muda;<\/li>\n<li>Avalia\u00e7\u00e3o estereosc\u00f3pica da dist\u00e2ncia;<\/li>\n<li>Dete\u00e7\u00e3o de extremidades;<\/li>\n<li>Remo\u00e7\u00e3o de ru\u00eddo;<\/li>\n<li>Compress\u00e3o de imagem;<\/li>\n<\/ul>\n<p>E outras.<br \/>\n\u00c1reas de implementa\u00e7\u00e3o:<\/p>\n<ul>\n<li>Ind\u00fastria;<\/li>\n<li>Agricultura;<\/li>\n<li>Medicina;<\/li>\n<li>Militar;<\/li>\n<li>Seguran\u00e7a;<\/li>\n<li>Estat\u00edsticas;<\/li>\n<li>Educa\u00e7\u00e3o;<\/li>\n<\/ul>\n<p>E outras.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-70510a9 elementor-widget elementor-widget-text-editor\" data-id=\"70510a9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\"><strong>Dimens\u00f5es da placa NT<\/strong>: 120x68x20 mm<\/div>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-70\" src=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-zoom4-1024x1024-1-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-zoom4-1024x1024-1-300x300.png 300w, https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-zoom4-1024x1024-1-150x150.png 150w, https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-zoom4-1024x1024-1-768x768.png 768w, https:\/\/neurotechnologijos.com\/wp-content\/uploads\/2026\/06\/NT-Adaptive-pcie-zoom4-1024x1024-1.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Os pain\u00e9is da placa\u00a0<b>neural NT<\/b>\u00a0podem conter 2304, 4608 ou at\u00e9 mesmo 9216 neur\u00f3nios.<\/p>\n<p>O acesso \u00e0 rede neural tem<br \/>\nlugar atrav\u00e9s da interface\u00a0<b>PCIe<\/b>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>S\u00c9RIE DE PLACAS DE CONTROLO NEUROM\u00d3RFICAS COM INTERFACE PCIE As placas de controlo da s\u00e9rie NT Adaptive PCIe de mem\u00f3ria neurom\u00f3rfica n\u00e3o t\u00eam microcontrolador e podem ser montadas em qualquer PC ou outro dispositivo com um conector PCIe. As placas NT Adaptive PCIe oferecem tr\u00eas vers\u00f5es \u2013 com 4, 8 ou 16 chips neurais. Exemplos [&hellip;]<\/p>\n","protected":false},"featured_media":30,"menu_order":0,"template":"","service_category":[61],"class_list":["post-396","service","type-service","status-publish","has-post-thumbnail","hentry","service_category-nt-adaptive"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A placa NT Adaptive PCIe<\/title>\n<meta name=\"description\" content=\"Ligue a placa NT Adaptive PCIe ao seu PC para poder aceder aos neur\u00f3nios de forma a aprender, classificar e reconhecer, fotos, imagens, sons, sinais el\u00e9tricos, texto e dados.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/neurotechnologijos.com\/services\/nt-adaptive-pcie\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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