Self-organisation in a perceptual network：（自我组织在一个感知网络）.pdfVIP

Se lf-Organization in a Perceptual Network Ralph Linsker IBM Research young animal or child perceives (3) that can lead to profitable experi- and identifies features in its envi- mental programs, testable predic- A , roument in an apparently effort- tions, and applications to synthetic lessway. No presently known algorithms How can a perceptual perception aswell as neuroscientific even approach this flexible, general- system develop to understanding? purpose perceptual capability. Discover- I believethe answer is yes, and that the use ing the principles that may underlie per- recognize specific of theoretical neural networks that ceptual processing is important both for embody biologically-motivated rules and neuroscienceand for the development of features of its constraints is a powerful tool in this study. synthetic perceptual systems. environment, without This optimism is encouraged by recent Two important aspectsof the mystery of work ’ in which I have found that a mul- percepti