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Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Explorando a IA: O que faz uma rede neural artificial? | PROFESSOR ENSINO MÉDIO

Authors: Alves, Jorge; Trindade, Genarde;

Explorando a IA: O que faz uma rede neural artificial? | PROFESSOR ENSINO MÉDIO

Abstract

Este Plano de Aula Maker para o Ensino Médio, intitulado "Explorando a IA: O que faz uma rede neural artificial?", tem uma duração de 120 minutos e foca na compreensão prática do funcionamento básico de Redes Neurais Artificiais (RNA) a partir do modelo histórico do perceptron. O objetivo é permitir que os alunos utilizem o simulador Open Roberta Lab, explorando o plug-in Open Roberta XNN, para programar um robô que reaja a diferentes níveis de luz, utilizando sensores de cor como entradas na rede neural. O plano abrange conteúdos como a estrutura de RNAs, coleta de dados por sensores de luz e o desenvolvimento de projetos que articulam sensores físicos e modelos computacionais de IA. A atividade está alinhada às habilidades da BNCC EM13CO10, EM13CO12 e EM13CO16, promovendo conexões interdisciplinares entre Computação (lógica de algoritmos e aprendizagem supervisionada) e Ciências (compreensão da luz e reflexão para coleta de dados). O desenvolvimento propõe a contextualização do perceptron, a medição da reflexão da luz em superfícies variadas e um desafio de programação onde o robô ajusta sua velocidade dinamicamente com base nos valores do sensor de luz, fortalecendo o entendimento prático de IA baseada em aprendizagem supervisionada.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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