Teorema Konvergensi Perseptron
Era: Lahirnya AI · 1950-an–1970-an
Frank Rosenblatt membuktikan sifat konvergensi algoritme pembelajaran perseptron, yang menunjukkan bahwa jika data terpisahkan secara linear, perseptron pasti akan menyatu.
Frank Rosenblatt
Sumber dan bukti
Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms
Cornell Aeronautical Laboratory / Defense Technical Information Center · Jenis sumber: paper
Rosenblatt’s own statement and proof of the perceptron convergence theorem for linearly separable data. The proof that became standard was published separately by Novikoff in 1962.
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