Independently Coupled HMM Switching Classifier for a Bimodel Brain-Machine Interface

机译：用于双模型脑机接口的独立耦合HMM开关分类器

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Our initial attempt to develop a switching classifier used vector quantization to compress the multi-dimensional neural data recorded from multiple cortical areas of an owl monkey, into a discrete symbol for use in a single hidden Markov model (HMM) or HM

机译：我们最初尝试开发的切换分类器是使用矢量量化将从猫头鹰猴的多个皮质区域记录的多维神经数据压缩为离散符号，以用于单个隐马尔可夫模型（HMM）或HM

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来源
《Machine Learning for Signal Processing, 2006 IEEE Workshop on; Maynooth,Ireland》||P.379-384|共6页
会议地点 MaynoothIreland
作者
Darmanjian; S.; Sung-Phil Kim; Nechyba; M.C.; Principe; J.; Wessberg; J.; NicolelisA; M.A.L.;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
biology computing; brain; hidden Markov models; neural nets; neurophysiology; pattern classification; user interfaces; vector quantisation; HMM chain; bimodel brain-machine interface; hidden Markov model; independently coupled HMM switching classifier; multidimensio;

机译：生物学计算;脑;隐马尔可夫模型;神经网络;神经生理学;模式分类;用户界面;矢量量化; HMM链;双模型脑机接口;隐马尔可夫模型;独立耦合的HMM切换分类器;多维;

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1. Boosted and Linked Mixtures of HMMs for Brain-Machine Interfaces [J] . Shalom Darmanjian, Jose C. Principe EURASIP journal on advances in signal processing . 2008,第1期

机译：HMM的增强和链接混合物，用于脑机接口
2. A review and experimental study on the application of classifiers and evolutionary algorithms in EEG-based brain-machine interface systems [J] . Farajollah Tahernezhad-Javazm, Vahid Azimirad, Maryam Shoaran Journal of neural engineering . 2018,第2期

机译：分类器和进化算法在基于脑电图的脑机界面系统中的应用研究与实验研究
3. Use of a Bayesian maximum-likelihood classifier to generate training data for brain-machine interfaces [J] . Kip A Ludwig, Rachel M Miriani, Nicholas B Langhals, Journal of neural engineering . 2011,第4期

机译：使用贝叶斯最大似然分类器生成脑机接口的训练数据
4. Independently Coupled HMM Switching Classifier for a Bimodel Brain-Machine Interface [C] . Darmanjian S., Sung-Phil Kim, Nechyba M.C., IEEE Workshop on Machine Learning for Signal Processing . 2006

机译：用于BiModel脑机接口的独立耦合HMM交换分类器
5. Brain-machine interface coupled cognitive sensory fusion with a Kohonen and reservoir computing scheme [D] . Osuagwu, Onyeama. 2015

机译：脑机接口耦合认知感觉融合与洛冬琴和储层计算方案
6. Classifying Intracortical Brain-Machine Interface Signal Disruptions Based on System Performance and Applicable Compensatory Strategies: A Review [O] . Collin F. Dunlap, Samuel C. Colachis IV, Eric C. Meyers, 2020

机译：根据系统性能和适用的补偿策略分类内部脑机接口信号中断：审查
7. Boosted and Linked Mixtures of HMMs for Brain-Machine Interfaces [O] . Shalom Darmanjian, Jose C Principe 2008

机译：HMM的增强和链接混合物，用于脑机接口
8. A 2-D Interface Element for Coupled Analysis of Independently Modeled 3-D Finite Element Subdomains [R] . Kandil, Osama A. 1998

机译：用于独立建模的三维有限元子域的耦合分析的二维界面单元

Independently Coupled HMM Switching Classifier for a Bimodel Brain-Machine Interface

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