The time-into-intensity-mapping network

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Wolfgang Banzhaf, Kazuo Kyuma

Published: 1991, Last Modified: 28 Feb 2026Biol. Cybern. 1991EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: We employ a special combination of different networks in order to process (transient) spatiotemporal patterns. In a first layer, feature analyzing cells translate instantaneous spatial patterns into activities of cells symbolizing the presence of certain feature values. A second layer maps the time sequence of symbols into a spatial activity pattern of the so-called TIM-cells. A third layer recognizes predefined activity patterns. We demonstrate the behaviour of the network using gaussian patterns in (1 + 1) space-time dimensions.