A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces

机译：脑机接口的点过程最佳滤波的蒙特卡洛顺序估计

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The previous decoding algorithms for brain machine interfaces are normally utilized to estimate animal''s movement from binned spike rates, which loses spike timing resolution and may exclude rich neural dynamics due to single spikes. Based on recently pr

机译：脑机接口的先前解码算法通常用于估计动物的峰值峰值速率的运动，其失去尖峰定时分辨率，并且可能由于单个尖峰而排除丰富的神经动力学。基于最近的PR

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.2250-2255|共6页
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Yiwen Wang; Paiva; A.R.C.; Principe; J.C.; Sanchez; J.C.;
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中图分类工业技术;
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Kalman filters; Monte Carlo methods; brain models; man-machine systems; prosthetics; Kalman filter; Monte Carlo sequential estimation; binned spike rates; brain machine interfaces; kinematics reconstruction; point process optimum filtering; spike timing resolution;

机译：卡尔曼滤波器;蒙特卡罗方法;脑模型;人机系统;假肢;卡尔曼滤波器;蒙特卡洛顺序估计;结合尖峰率;脑机接口;运动学重构;点过程最优滤波;尖峰时间分辨率;
入库时间 2022-08-26 14:55:44

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专利

1. Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain–Machine Interfaces [J] . Yiwen Wang, Xiwei She, Yuxi Liao, IEEE Transactions on Biomedical Engineering . 2016,第8期

机译：通过脑机接口点过程的双重顺序蒙特卡洛估计跟踪神经调制深度
2. Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces [J] . Yiwen Wang, Antonio R. C. Paiva, Jose C. Principe, Neural computation . 2009,第10期

机译：运动学从脑机接口的神经尖峰活动的运动学的顺序蒙特卡罗点过程估计。
3. Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces [J] . Yuxi Liao, Xiwei She, Yiwen Wang, Journal of neural engineering . 2015,第6期

机译：用于脑机接口的运动皮层峰值对肌电信号包膜的蒙特卡洛点过程估计
4. A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces [C] . Yiwen Wang, Paiva, A.R.C., Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：脑机接口的点过程最佳滤波的蒙特卡洛顺序估计
5. Sequential Monte Carlo particle filtering for state estimation. [D] . Smith, Laurence. 2006

机译：顺序蒙特卡洛粒子滤波用于状态估计。
6. Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering [O] . Maryam M. Shanechi, Amy L. Orsborn, Jose M. Carmena 2016

机译：使用最佳反馈控制建模和自适应点过程滤波的鲁棒脑机接口设计
7. A monte carlo sequential estimation for point process optimum filtering [O] . Yiwen Wang, Student Member, António R. C. Paiva, 2006

机译：点过程最佳滤波的蒙特卡洛顺序估计

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces

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