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quarta-feira, março 26, 2008

Perceptron - 51 anos de uma boa idéia!


Embora Frank Rosemblatt tenha publicado um report em 1957, o primeiro artigo sobre o Perceptron publicado em revistas científicas é de 1958, ou seja, exatamente há 50 anos. Para comemorar essa data, vou contar nos próximos posts algo sobre o Perceptron.


Este site de livros raros onde encontrei o exemplar do Psychologial Review de 1958 é interessante.


Da Wikipédia, a conferir mais tarde:




More recently, interest in the perceptron learning algorithm has increased again after Freund and Schapire (1998) presented a voted formulation of the original algorithm (attaining large margin) and suggested that one can apply the kernel trick to it. The kernel-perceptron not only can handle nonlinearly separable data but can also go beyond vectors and classify instances having a relational representation (e.g. trees, graphs or sequences).

Freund, Y. and Schapire, R. E. 1998. Large margin classification using the perceptron algorithm. In Proceedings of the 11th Annual Conference on Computational Learning Theory (COLT' 98). ACM Press.

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