Research on Structure of Humanized Perceptron in Artificial Life
Tie-qiang Sun, Yixin Yin, Xuyan Tu · 2009
With more analysis on animal's perceptive system and the rapid development of bionic sensors, it is possible to study intelligence perceptron based on artificial life. The main research of perceptron in artificial life is to synthesize local and incomplete measurement providing by some homogeneous or heterogeneous sensors which distributing in different areas and states, and then give a relatively uniform sense description of the environment. Because one of the important characters of human sense is active sensing, the study of humanized perceptron is not the simple information fusion, and the sense is not a one-way perception but a cycling one, that is to say, the sense may be process between identification and action. Attention mechanism decides which organ is active, and at the same time, other relative sensors cooperating with this active organ work together actively, so the target will be recognized correctly. In this paper, the concept of humanized perceptron is defined and the function architecture of humanized perceptron is established.