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A simulator for the analysis of neuronal ensemble activity: application to reaching tasks

机译：用于分析神经元集合活动的模拟器：达到任务的应用

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A biologically based, multi-cortical computational model was developed to investigate how ensembles of neurons learn to execute a three-dimensional reaching task. The model produces outputs of spike trains that can be analyzed using a variety of multivariate analysis tools. Simulations show that after learning, the model neurons exhibit broad directional tuning that depend on the defined muscle directions of the simulated arm, and that these neurons form functional clusters within cortical areas. The utility of the model is demonstrated by testing arm movement prediction strategies using ensemble activity.

机译：开发了一种生物学基础的多皮质计算模型，以研究神经元的乐曲学会如何执行三维到达任务。该模型产生尖峰列车的输出，可以使用各种多变量分析工具分析。仿真表明，在学习之后，模型神经元表现出宽方向调谐，这取决于模拟臂的限定肌肉方向，并且这些神经元在皮质区域内形成功能簇。通过使用集合活动测试臂移动预测策略来证明模型的实用性。

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《Computational neuroscience meeting》|2002年||共8页
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G.S. Hugh; M. Laubach; M.A.L. Nicolelis; C.S. Henriquez;
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中图分类神经生理学;
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1. A simulator for the analysis of neuronal ensemble activity: application to reaching tasks [J] . G. S. Hugh, M. Laubach, M. A. L. Nicolelis Neurocomputing . 2002,第期

机译：用于分析神经元合奏活动的模拟器：应用于完成任务
2. State-based decoding of hand and finger kinematics using neuronal ensemble and LFP activity during dexterous reach-to-grasp movements [J] . Vikram Aggarwal, Mohsen Mollazadeh, Adam G. Davidson, Journal of Neurophysiology . 2013,第6期

机译：基于状态的手和手指运动学的解码，在敏捷的触手可及运动期间使用神经元合奏和LFP活动
3. Neural ensemble activity from multiple brain regions predicts kinematic and dynamic variables in a multiple force field reaching task [J] . Francis J.T., Chapin J.K. IEEE transactions on neural systems and rehabilitation engineering . 2006,第2期

机译：来自多个大脑区域的神经合奏活动预测了多力场到达任务中的运动学和动态变量
4. A simulator for the analysis of neuronal ensemble activity: application to reaching tasks [C] . G.S. Hugh, M. Laubach, M.A.L. Nicolelis, Computational neuroscience meeting . 2002

机译：用于分析神经元集合活动的模拟器：达到任务的应用
5. A study of extracting information from neuronal ensemble activity and sending information to the brain using microstimulation in two experimental models: Bipedal locomotion in rhesus macaques and instructed reaching movements in owl monkeys [D] . Fitzsimmons, Nathan Andrew 2009

机译：在两个实验模型中，通过微刺激从神经元合奏活动中提取信息并将信息发送到大脑的研究：恒河猴的两足动物运动和指示猫头鹰猴达到运动状态
6. State-based decoding of hand and finger kinematics using neuronal ensemble and LFP activity during dexterous reach-to-grasp movements [O] . Vikram Aggarwal, Mohsen Mollazadeh, Adam G. Davidson, -1

机译：基于状态的手和手指运动学的解码在敏捷的触手可及的运动过程中使用神经元合奏和LFP活动
7. A simulator for the analysis of neuronal ensemble activity: application to reaching tasks [O] . G. S. Hugh A, M. Laubach B 2014

机译：用于分析神经元合奏活动的模拟器：应用于完成任务

A simulator for the analysis of neuronal ensemble activity: application to reaching tasks

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