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Avanços recentes no mundo das redes neurais by Soliman, Fouad

Avanços recentes no mundo das redes neurais

by Fouad Soliman , Karima Mahmoud
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Book cover type: Paperback
  • ISBN13: 9786200729071
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 140
  • Original Price: GBP 69.51
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 195 grams
  • BISAC Subject(s): General

Uma rede neuronal � um grupo de unidades interligadas, designadas por neur�nios, que enviam sinais umas �s outras. Os neur�nios podem ser c�lulas biol�gicas ou modelos matem�ticos. Embora os neur�nios individuais sejam simples, muitos deles juntos numa rede podem realizar tarefas complexas. Existem dois tipos principais de redes neuronais, nomeadamente: Em neuroci�ncia, uma rede neuronal biol�gica � uma estrutura f�sica encontrada em c�rebros e sistemas nervosos complexos - uma popula��o de c�lulas nervosas ligadas por sinapses. No contexto da biologia, uma rede neuronal � uma popula��o de neur�nios biol�gicos ligados quimicamente uns aos outros por sinapses. Um determinado neur�nio pode estar ligado a centenas de milhares de sinapses. Cada neur�nio envia e recebe sinais electroqu�micos, denominados potenciais de a��o, para os seus vizinhos conectados.Um neur�nio pode ter um papel excitat�rio, amplificando e propagando os sinais que recebe, ou um papel inibit�rio, suprimindo os sinais. Na aprendizagem autom�tica, uma rede neuronal � um modelo matem�tico artificial utilizado para aproximar fun��es n�o lineares. Embora as primeiras redes neurais artificiais fossem m�quinas f�sicas, atualmente s�o quase sempre implementadas em software.

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