Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing.
Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing.
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走向感觉运动处理的仿生神经回路模型。
DOI：
10.1162/neco_a_01516
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发表时间：
2023
影响因子：
2.9
通讯作者：
Lisberger,StephenG
中科院分区：
文献类型：
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作者：
Lisberger,StephenG
计算模型一直是猴子平稳追踪眼球运动研究的支柱。追踪是一种由小目标的视觉运动驱动的感觉运动系统。它创造了一个平滑的眼球运动，加速到目标速度，并跟踪移动目标基本上完美。在我的实验室的研究的这篇评论中，我跟踪的发展计算模型的追求眼球运动从早期的控制理论模型到最近的神经回路模型。我概述了一个实验和计算相结合的计划，将模型移动到一个新的水平。最后，我解释了为什么对非人类灵长类动物的研究对我认为我们需要的神经回路模型的发展如此重要。
Computational models have been a mainstay of research on smooth pursuit eye movements in monkeys. Pursuit is a sensory-motor system that is driven by the visual motion of small targets. It creates a smooth eye movement that accelerates up to target speed and tracks the moving target essentially perfectly. In this review of my laboratory's research, I trace the development of computational models of pursuit eye movements from the early control-theory models to the most recent neural circuit models. I outline a combined experimental and computational plan to move the models to the next level. Finally, I explain why research on nonhuman primates is so critical to the development of the neural circuit models I think we need.