Neural Networks for Nonlinear Processing of Bioelectric/ Biomagnetic Signals

机译：神经网络用于生物电/生物磁信号的非线性处理

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Processing of bioelectric and biomagnetic Signals is a challengefor highdimensional nonlinear signal processing algorithms. The large amount of sensors and high sample rotes require new techniques for handling the measured data. In this paper we present some of our Solutions for segmentation clusteringrnclassification and function approximation.

机译：生物电和生物磁信号的处理是高维非线性信号处理算法的挑战。大量的传感器和大量的样品死角需要用于处理测量数据的新技术。在本文中，我们介绍了一些用于分割聚类，分类和函数逼近的解决方案。

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来源
《Konnektionismus und neuronale netze》|1995年|175-180|共6页
会议地点 Munster(DE)
作者
Martin F. Schlang; Michael Haft; Ralph Neuneier; Klaus Abraham-Fuchs;
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作者单位

Siemens AG, Corporate Research and Development, Otto-Hahn-Ring 6, D-81730 Munich, Germany;

Siemens AG, Corporate Research and Development, Otto-Hahn-Ring 6, D-81730 Munich, Germany;

Siemens AG, Corporate Research and Development, Otto-Hahn-Ring 6, D-81730 Munich, Germany;

Siemens AG, Medical Engineering, D-91054 Erlangen, Germany;

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正文语种 eng
中图分类自动化系统理论;
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1. Young scientist award papers from the workshop on bioelectric and biomagnetic signal processing 2012 [J] . Jens Haueisen, Tilmann Sander-Thoemmes Biomedizinische Technik . 2013,第2期

机译：2012年生物电和生物磁信号处理研讨会的青年科学家奖论文
2. Nonlinear ultrasonic image processing based on signal-adaptive filters and self-organizing neural networks [J] . Kotropoulos C., Magnisalis X. IEEE Transactions on Image Processing . 1994,第1期

机译：基于信号自适应滤波器和自组织神经网络的非线性超声图像处理
3. Robust time delay estimation of bioelectric signals using least absolute deviation neural network [J] . Zhishun Wang, Zhenya He, Chen J.D.Z. IEEE Transactions on Biomedical Engineering . 2005,第3期

机译：使用最小绝对偏差神经网络的生物电信号鲁棒时延估计
4. Neural networks for reconstruction of focal events from bioelectric/biomagnetic potentials [C] . Schlang, M., Haft, . 1994

机译：利用生物电/生物磁势重建焦点事件的神经网络
5. A generic sum of products parallel processor for neural networks and digital signal processing. [D] . Aikens, Valentine Christopher, II. 1997

机译：用于神经网络和数字信号处理的并行处理器产品的总和。
6. Characterized Bioelectric Signals by Means of Neural Networks and Wavelets to Remotely Control a Human-Machine Interface [O] . David Tinoco Varela, Fernando Gudiño Peñaloza, Carolina Jeanette Villaseñor Rodelas 2019

机译：通过神经网络和小波表征生物电信号以远程控制人机界面
7. A modified probabilistic neural network signal processor for nonlinear signals [O] . Zaknich, A., Attikiouzel, Y. 1997

机译：非线性信号的一种改进的概率神经网络信号处理器
8. Nonlinear Signal Processing Using Neural Networks: Prediction and System Modelling [R] . Lapedes, A., Farber, R. 1987

机译：基于神经网络的非线性信号处理：预测与系统建模

Neural Networks for Nonlinear Processing of Bioelectric/ Biomagnetic Signals

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