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A model of saccadic generation based on the neurobiology of the superior colliculus

机译:基于上丘神经生物学的声生成模型

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The superior colliculus (SC) is a midbrain structure containing visual, auditory, and somatosensory neuronal afferent connections. We define an artificial neural network model for use in a mobile multisensory robotic system. This model attempts to emulate SC operation with respect to its role in the generation of saccadic motor command signals sent to ocular muscle control centers in the midbrain. Much research has been centered on the exact model for this process in the visual modality. There has also been supporting research in quantifying the auditory response mapping for saccade. Our model integrates knowledge from this work along with neuroanatomical details to define a multimodal approach for understanding saccadic motor signal generation. It is important to note that we do not attempt to create an exact neurobiological equivalent function. We only use the anatomical knowledge as a motivation for our model architecture.
机译:上丘(SC)是中脑结构,包含视觉,听觉和体感神经元传入连接。我们定义了一种用于移动多传感器机器人系统的人工神经网络模型。该模型尝试模拟SC操作在发送至中脑眼肌控制中心的扫视运动命令信号生成中的作用。在视觉模态中,许多研究都集中在此过程的确切模型上。在量化扫视的听觉反应图上也有支持性研究。我们的模型将这项工作的知识与神经解剖学细节相结合,以定义用于理解运动信号产生的多峰方法。重要的是要注意,我们不尝试创建确切的神经生物学等效功能。我们仅将解剖学知识用作模型架构的动机。

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