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Motor Learning and Body Size within an Insect Brain Computational Model

机译:昆虫大脑计算模型中的运动学习和体型

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Nowadays modeling insect brains is also an important source of inspiration to develop learning architectures and control algorithms for applications on autonomous walking robots. Within the insect brain two important neuropiles received a lot of attention: the mushroom bodies (MBs) and the central complex (CX). Recent research activities considered the MBs as a unique architecture where different behavioural functions can be found. MBs are well known in bees and flies for their role in performing associative learning and memory in odor conditioning experiments. They are also involved in the processing of multiple sensory modalities including visual tasks, different forms of learning in choice behavior and also in motor learning. The CX is mainly considered as a center for the initiation of behaviors; it is responsible for visual navigation, spatial memory and visual feature extraction.
机译:如今,对昆虫大脑进行建模也是开发用于自主行走机器人的学习体系结构和控制算法的重要灵感来源。在昆虫的大脑中,两个重要的神经堆受到了广泛关注:蘑菇体(MBs)和中枢复合体(CX)。最近的研究活动将MB作为一种独特的体系结构,可以在其中发现不同的行为功能。 MB在蜜蜂和果蝇中是众所周知的,因为它们在气味调节实验中执行联想学习和记忆。他们还参与多种感觉模态的处理,包括视觉任务,选择行为的不同形式的学习以及运动学习。 CX主要被认为是行为发起的中心。它负责视觉导航,空间记忆和视觉特征提取。

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