Research on Dynamics of Learning and De-velopments by Combining Models of Morphology and Information dynamics

1.认知行为理论：在母婴关系中，单纯的身体牵引力和认知同步性之间的区别在于对相互作用的持续和/或多种相互作用模式的敏感度(C.Trevarten的实验)。有趣的是，这些性质与语言前的互动非常相关。我们在话轮转换行为模型中详细研究了这些性质。1，29)。文中讨论了我们的理论观点。12和17分别以评论O.Rossler的《内物理学》一文和给I.Tsuda的评论信的形式，进一步讨论了文献[1]中的经验认知数据。19和20使用我们新开发的关于共同关注和预测的想法。形态组织：我们在一维和二维空间上研究了从原始化学汤到自我繁殖单位(细胞)的进化。6、15)。在这里我们将其扩展为…更多到3维(参考5)。在这些模型中，自动催化反应产生化学膜，这些化学膜包围化学反应本身，保持膜的形成。三维空间允许多种膜形式。我们现在正计划研究如何通过膜的形态来选择化学反应。我们还研究了自复制的细胞自动机模型。4)。复制子之间的相互作用会产生新的复制子。这种相互作用的进化是我们关于自我繁殖的另一个项目。进化生态系统：通过研究人工生态系统，我们获得了一些关于进化和遗传性的一般性概念。特别是，与其丰度相比，Keystone物种在被移除时对整个系统的影响更大，它被重新表述为动力系统。例如，揭示了组成信息结构的起源(参考文献)。10)。文[1]对模型的数学结构进行了研究。14和16.具有食物网结构的生态系统也见参考文献8.4。等：我们还研究了i)动力系统对计算复杂性的解释。11)，ii)游戏系统(参考文献13)和iii)鸟鸣的复杂性的演变(参考文献3)这些结果是对参考文献中人工生命研究的公开问题提出的挑战。18.更少

1. Theory for Cognitive Behaviors : A difference between mere physical entrainment and cognitive synchrony can be found in e. g. sensitivity to the 'on-goingness' of interaction and/or diverse patterns of interaction in between mother-infant relationships (C. Trevarthen's experiments) . It is interesting to note that such properties are quite relevant to pre-linguistic interaction. We studied such properties in detail in the model of turn taking behaviors (ref. 1, 29) with coupled dynamical recognizers.Our theoretical standing points are discussed in ref. 12 and 17 in the form of reviewing article of O. Rossler's endophysics and the commentary letter to I. Tsuda's paper, respectively.We further discussed empirical cognitive data in ref. 19 and 20 with our newly developed ideas on joint attention and prediction.2. Morphology Organization : We studied an evolution from primordial chemical soup to self-reproduction unit (cell) on 1 and 2-dimensional space (ref. 6, 15). Here we extended it … More to 3-dimensional (ref. 5). In these models, autocatalytic reactions generate chemical membranes that enclose the chemical reactions themselves, maintaining the membrane formations. The 3-dimensional space allows a variety of membrane forms. We are now planning to study how chemical reactions are selected through the morphology of the membrane. We also studied a cell-automata model of self-replication (ref. 4). There interaction among replicators generate new replicators to emerge. Such evolution by interaction is our another project with respect to self-reproduction.3. Evolutionary EcoSystems : We have obtained some generic notions of evolution and heritability by studying artificial ecosystems. In particular, keystone species, that gives a larger impact on the whole system relative to its abundance when being removed, is rephrased in terms of dynamical systems. For example, an origin of compositional information construction is revealed (ref. 10). Mathematical structures of the models are studied in ref. 14 and 16. An ecosystem with a food-web structure is also studied in ref.8.4. Etc : We have also studied I) dynamical systems interpretation of computational complexity (ref. 11), ii) game system (ref. 13) and iii) evolution of complexity in birds' songs (ref. 3).Those results are the challenges to the open questions of artificial life studies posed in ref. 18. Less