2017年6月
Chaotic Pattern Alternations Can Reproduce Properties of Dominance Durations in Multistable Perception
NEURAL COMPUTATION
- 巻
- 29
- 号
- 6
- 開始ページ
- 1696
- 終了ページ
- 1720
- 記述言語
- 英語
- 掲載種別
- 研究論文(学術雑誌)
- DOI
- 10.1162/NECO_a_00965
- 出版者・発行元
- MIT PRESS
We propose a pulse neural network that exhibits chaotic pattern alternations among stored patterns as a model of multistable perception, which is reflected in phenomena such as binocular rivalry and perceptual ambiguity. When we regard the mixed state of patterns as a part of each pattern, the durations of the retrieved pattern obey unimodal distributions. We confirmed that no chaotic properties are observed in the time series of durations, consistent with the findings of previous psychological studies. Moreover, it is shown that our model also reproduces two properties of multistable perception that characterize the relationship between the contrast of inputs and the durations.
- リンク情報
- ID情報
-
- DOI : 10.1162/NECO_a_00965
- ISSN : 0899-7667
- eISSN : 1530-888X
- Web of Science ID : WOS:000401976000009