Materi Kuliah : Pendahuluan Neural Networks

Teknik Informatika – FTI – UMB Yogyakarta @ 2012 1 | P a g e

PERTEMUAN KETIGA KULIAH NEURAL NETWORKS

“Neural Networks”

Materi diambil dari :

[4]. Widodo, Thomas S., 2005, Sistem Neuro Fuzzy untuk Pengolahan

Informasi, Pemodelan, dan Kendali., Graha Ilmu, Yogyakarta.

[1]. Fausett, Laurene, 1995, Fundamental of Neural Networks, Prentice Hall,

Englewood.

The McCulloch-Pits neuron is perhaps the earliest artificial

neuron [McCulloch & Pitts, 1993]. Its displays several important

features found in many neural networks. The requirements for

McCulloch-Pitts neurals may be summarized as follows:

1. The activation of a McCulloch-Pitts neuron is binary. That is, at

many time step, the neuron either fires (has an activation of 1) or

does notfire (has an activation of 0)

2. McCulloch-Pits neurons are connected by directed, weighted

paths.