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Proceedings. 2005 First International Conference on Neural Interface and Control, 2005.最新文献

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Measures of recording stability in chronically implanted microwire arrays recorded for over three years 测量长期植入的微丝阵列记录的稳定性记录超过三年
W. Lin, J. Schumacher, S. Tillery, J. He
The stability of the neural recording is a crucial issue for cortically controlled neuroprosthetic devices. Substantial effort is devoted to developing methods to improve the chronic neural recordings. Regardless of the approach one takes to improving recording stability, the core issue is to measure just how stable recording conditions really are. In the present study, microwire array electrodes were implanted into the motor cortex area of the rhesus monkey and neural signals were recorded for more than 3 years. The data acquired on each channel were then analyzed according to spike waveform, time course of task-related activity, and preferred direction. For the time span from the beginning to the end of the recording session, the monkey was trained to do three different tasks. Initial results indicate that a certain portion of channels produces very stable recordings for over three years.
神经记录的稳定性是皮质控制神经假体装置的关键问题。大量的努力致力于开发改善慢性神经记录的方法。不管采取什么方法来提高记录稳定性,核心问题是衡量记录条件到底有多稳定。本研究将微丝阵列电极植入恒河猴运动皮质区,记录3年多的神经信号。然后根据尖峰波形、任务相关活动的时间过程和首选方向对每个通道上获得的数据进行分析。从录音开始到结束,这只猴子被训练去做三种不同的任务。初步结果表明,一定比例的通道产生非常稳定的记录超过三年。
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引用次数: 0
Quantitative analysis of diffraction-limited three-dimensional single secretory vesicle tracking in live neuroendocrine cells 活体神经内分泌细胞衍射受限三维单分泌囊泡跟踪的定量分析
D.D. Li, T. Liang, A. Qu
Neuroendocrine cells release hormones and transmitters by regulated exocytosis of secretory vesicles. Three-dimensional (3D) tracking of single secretory vesicles throughout live whole cells is crucial for understanding the intracellular trafficking of secretory vesicles. But one notable problem with 3D particle tracking is that the lateral and axial resolution is not equivalent for 3D live-cell images, which is attributed to the diffraction limit inherent to the microscope. How the performance of particle tracking is affected by diffraction-limited images is still unclear. Here we show, employing both centroid and Gaussian-fit tracking algorithm to monitor sub-pixel positions of single fluorescent particles, that the performance of three-dimensional single particle tracking is nonisotropic. The efficacy of the particle tracking in the axial direction is much lower than that in the lateral direction. Gaussian-fit tracking algorithm provides better performance in the axial direction at low signal-to-noise levels around or below 10. Using neuroendocrine cell line PC12, we illustrate the feasibility of Gaussian-fit algorithm to follow the mobility of single secretory vesicles in all three dimensions.
神经内分泌细胞通过调节分泌囊泡的胞外分泌来释放激素和递质。在整个活细胞中对单个分泌囊泡进行三维(3D)跟踪对于理解分泌囊泡的细胞内运输至关重要。但是,三维粒子跟踪的一个值得注意的问题是,横向和轴向分辨率不等同于三维活细胞图像,这是由于显微镜固有的衍射极限。衍射受限图像对粒子跟踪性能的影响尚不清楚。本文采用质心和高斯拟合跟踪算法监测单个荧光粒子的亚像素位置,表明三维单粒子跟踪的性能是非各向同性的。颗粒在轴向的跟踪效果远低于横向的跟踪效果。高斯拟合跟踪算法在轴向低信噪比在10左右或以下时提供更好的性能。利用神经内分泌细胞系PC12,我们证明了高斯拟合算法在所有三个维度上跟踪单个分泌囊泡移动的可行性。
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引用次数: 0
Independent component analysis for human epileptic spikes extraction 人癫痫峰提取的独立成分分析
H. Yan, H. Chen, Y. Xia, Y. Lai, D. Zhou
In recent years, blind source separation (BSS) by independent component analysis (ICA) has been drawing much attention because of its potential applications in signal processing such as in speech recognition systems, telecommunication and medical signal processing. In this paper, two algorithms of independent component analysis (fixed-point ICA and natural gradient-flexible ICA) were adopted to extract human epileptic spikes from interferential signals. Experiment results show that epileptic spikes can be extracted from noise successfully. The kurtosis of the epileptic component signal separated is much better than that of other noisy signals. It shows that ICA is an effective tool to extract epileptic spikes from patients' electroencephalogram and shows promising application to assist physicians to diagnose epilepsy and estimate the epileptogenic region in clinic.
近年来,基于独立分量分析(ICA)的盲源分离(BSS)因其在语音识别系统、电信和医疗信号处理等信号处理领域的潜在应用而备受关注。本文采用两种独立分量分析算法(定点ICA和自然梯度柔性ICA)从干扰信号中提取人癫痫峰。实验结果表明,可以成功地从噪声中提取癫痫峰。分离后的癫痫成分信号的峰度优于其他噪声信号。结果表明,ICA是提取患者脑电图中癫痫峰的有效工具,在临床辅助医生诊断癫痫和估计癫痫发生区域方面具有广阔的应用前景。
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引用次数: 4
Research and analysis on the effect of joint angle on EMG in thigh muscles 关节角度对大腿肌电图影响的研究与分析
Guo Xin, Yang Peng, Li Hongcai, Yan Weili
In this paper the effect of joint angle on EMG is analyzed qualitatively for finding the controlling mechanism of knee joint swing velocity and flexion angle. Wavelet transformation (WT) and wavelet packet transformation (WPT) are used to eliminate the noises of surface EMG sampled from the lower limb during the subjects of study walked normally on the flat. By comparing the denoise result, WPT wins an advantage of WP with the same threshold. And the result shows that if the suitable scale and the threshold are selected, the high-frequency noises can be eliminated effectively. According to the characteristic of WPT, the motion features are extracted during the stance phase and the swing phase using the WPT. The figures show the fine extraction result in this paper. While discrete Fourier transform (DFT) illustrates that the primary frequency band is from 20Hz to 200Hz whether flexion or extend.
本文定性分析了关节角度对肌电图的影响,以寻找膝关节摆动速度和屈曲角度的控制机理。采用小波变换(WT)和小波包变换(WPT)对研究对象在平面上正常行走时采集的下肢表肌电信号进行消噪处理。通过对去噪结果的比较,发现小波变换具有同阈值小波变换的优点。结果表明,选择合适的尺度和阈值,可以有效地消除高频噪声。根据WPT的特点,利用WPT提取姿态阶段和摆动阶段的运动特征。如图所示,本文的提取效果较好。而离散傅里叶变换(DFT)表明,无论是弯曲还是延伸,主频段都是从20Hz到200Hz。
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引用次数: 3
Study of microelectronics for detecting and stimulating of central neural signals 中枢神经信号检测与刺激的微电子学研究
Wang Zhigong, L. Xiaoying, Li Wenyuan, Wang Huiling, Zhang Zhenyu, Wang Yufeng, Cui Wei
Test circuits for the signal detection and the function electrical stimulation (FES) of neurons have been designed, implemented at first by using discrete devices and characterized off-body. The detecting circuit consisting of three-stage operational amplifiers has a controllable gain up to 10/sup 5/, a -3 dB bandwidth of 30 kHz, and an equivalent input noise of about 9 nV//spl radic/Hz. The FES circuit consisting of two-stage operational amplifiers has a bandwidth of more than 10 kHz and a variable gain from 20 dB to 60 dB can provide a current of more than 1 mA to a load of 10 k/spl Omega/ They are intended to connect with both cuff-type and staff-type microelectrodes. Integrated circuits (IC) for the neural signal process have been designed with features of low voltage and low power. A more biocompatible composite has been synthesized to modify the silicon and related material.
设计了用于神经元信号检测和功能电刺激(FES)的测试电路,最初采用离散器件实现,并进行了离体表征。由三级运算放大器组成的检测电路具有高达10/sup 5/的可控增益,-3 dB带宽为30 kHz,等效输入噪声约为9 nV//spl径向/Hz。FES电路由两级运算放大器组成,带宽超过10 kHz,增益从20 dB到60 dB不等,可以为10 k/spl ω /的负载提供超过1 mA的电流,它们旨在与cuff型和staff型微电极连接。设计了具有低电压、低功耗特点的神经信号处理集成电路。合成了一种更具有生物相容性的复合材料来修饰硅和相关材料。
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引用次数: 27
Stimulation frequency extraction in SSVEP-based brain-computer interface 基于ssvep的脑机接口刺激频率提取
Cheng Ming, Xiaorong Gao, Shangkai Gao, Boliang Wang
A periodogram-based method is used to extract the stimulation frequency in a brain-computer interface (BCI) based on steady-state visual evoked potential (SSVEP). In the system, tens of buttons illuminated at different frequencies are used to generate deterministic sinusoidal responses or SSVEP at the visual cortex, which are derived from the electroencephalogram (EEG) by a suitable electrode array. Based on the periodogram of a time-series, we test the EEG data for the presence of hidden periodic components, which correspond to SSVEP, and extract the stimulation frequencies. The method performs well in simulation, and is applied successfully to real data.
基于稳态视觉诱发电位(SSVEP),提出了一种基于周期图的脑机接口(BCI)刺激频率提取方法。在该系统中,数十个不同频率照明的按钮在视觉皮层产生确定性正弦响应或SSVEP,这些响应通过合适的电极阵列从脑电图(EEG)中获得。基于时间序列的周期图,测试EEG数据是否存在与SSVEP相对应的隐藏周期分量,并提取刺激频率。该方法具有良好的仿真效果,并成功地应用于实际数据。
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引用次数: 12
Localization of epileptic foci from preictal EEG data using standardized shrinking LORETA-FOCUSS algorithm 基于标准化loreta - focus算法的癫痫病灶定位
Wu Wei, Jia Wenyan, Liu Hesheng, G. Xiaorong, Zhang Guojun, W. Yuping
To localize epileptic foci, EEG source localization methods are often applied to interictal or ictal EEG data. However, ictal epileptiform is often interfered with artifacts caused by the movement of the patient. In this paper, we use an algorithm called Standardized Shrinking LORETA-FOCUSS (SSLOFO) with a three-shell head model to reconstruct the sources from the EEG data of an epileptic patient during four subperiods, with three preictal and one ictal. The results demonstrate that using preictal EEG, SSLOFO can accurately localize the epileptic foci in the left frontal lobe, as has been confirmed by intracranial recordings. The present study also suggests that we may use the trends of the estimated source energy with time to predict epileptic seizures.
为了定位癫痫病灶,EEG源定位方法常应用于间歇期或间歇期的EEG数据。然而,癫痫病发作时往往会受到由患者运动引起的伪影的干扰。本文采用一种基于三壳头模型的标准化loreta - focus (SSLOFO)算法,对一个癫痫患者的脑电图数据进行了4个亚期(3个前峰期和1个前峰期)的源重构。结果表明,颅侧脑电图显示,SSLOFO能准确定位左额叶的癫痫病灶,颅内记录也证实了这一点。本研究还表明,我们可以利用估计的源能量随时间的变化趋势来预测癫痫发作。
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引用次数: 2
Development of sleep therapeutic instrument based on the mechanism of neuroprotection 基于神经保护机制的睡眠治疗仪的研制
Weng Zhenxing, Tian Xuelong, Jiao Yanjie, Wu Qianghui, Shen Min
This article puts forward a new therapy for insomnia, which grounds on the mechanism that after fastigial nucleus electrical stimulation (FNS) in the brain there exists neuroprotection function, and discusses the physiological principle of the therapy. The hardware makeup of the ES sleep therapeutic instrument developed on the above law is explained. Using this instrument, clinical experiment is done and the treatment result is attained, that 80.5% of the insomnia sufferers get rid of the habit of taking the hypnotic before sleep after a period of treatment and the insomnia symptom of a few of the chronic insomniacs is improved markedly after 3-4 periods of successive treatment. The experiment result indicates that the therapy based on the neuroprotection law is effective for insomnia.
本文从脑顶核电刺激(FNS)后存在神经保护功能的机制出发,提出了一种治疗失眠的新方法,并探讨了治疗失眠的生理原理。介绍了根据上述规律研制的ES睡眠治疗仪的硬件组成。应用该仪器进行了临床实验并取得了治疗效果,80.5%的失眠症患者经过一段时间的治疗后,摆脱了睡前服用安眠药的习惯,少数慢性失眠症患者经过3-4个疗程的连续治疗后,失眠症状明显改善。实验结果表明,基于神经保护规律的治疗失眠是有效的。
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引用次数: 0
A versatile microprocessor-based multichannel stimulator for experimental use in epidural spinal cord stimulation 用于硬膜外脊髓刺激实验的多通道多用途微处理器刺激器
Xu Qi, He Jiping, Wang Yongji, Xu Tao, Huang Jian
A versatile, microprocessor-based, multichannel stimulator (MMCS) for epidural spinal cord stimulation (ESCS) has been designed and constructed. It intends to be used in laboratory research to examine the effect of ESCS on modulating spinal cord functions for gait recovery, chronic pain management and other therapeutic applications. It consists of two components: a digital controller and a stimulation power delivery. The digital controller was realized using a 89S51 single chip and associated peripheral circuits. The stimulator uses a multicontact electrode to deliver arbitrarily specified electrical stimulus sequences. The width, amplitude, and interpulse interval of each pulse in the stimulus sequence are independently variable, and the three channels are independently programmable, allowing a wide variety of stimulus patterns. In this paper, the details of the MMCS design for ESCS are described. The plans for future research are also discussed.
设计并制造了一种多功能、基于微处理器的多通道硬膜外脊髓刺激器(MMCS)。它打算用于实验室研究,以检查ESCS对调节脊髓功能的影响,以恢复步态,慢性疼痛管理和其他治疗应用。它由两个部分组成:一个数字控制器和一个激励功率输出。数字控制器采用89S51单片机和相关外围电路实现。该刺激器使用多触点电极来传送任意指定的电刺激序列。刺激序列中每个脉冲的宽度、幅度和脉冲间隔是独立可变的,并且三个通道是独立可编程的,允许各种各样的刺激模式。本文详细介绍了面向ESCS的MMCS设计。并对今后的研究方向进行了讨论。
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引用次数: 7
Immunohistochemical localization of the corticospinal tract in normal rat spinal cord as a stereotactic guidance for implantation of microelectronic chip 正常大鼠脊髓皮质脊髓束的免疫组织化学定位作为微电子芯片植入的立体定向指导
Luo Guangming, L. Dongmei, Jiang Zhenglin, D. Fei, Gu Xiaosong, Wang Zhigong
In order to investigate the pick-up, the process and the regeneration of central neural signals for neural function regeneration by means of microelectronic techniques, it is necessary to do a more detailed investigation, primarily of the stereotactic anatomical bases of corticospinal tract (CST). In present study, we use a polyclonal antibody against protein kinase C gamma subspecies (PKC /spl gamma/) as a specific marker of CST to reveal the precise localization of CST in rat spinal cord by immunohistochemistry. The strong PKC /spl gamma/ immunoreactivities in axons of CST were found in the pyramid and pyramidal decussation of medulla oblongata, and then from the cervical to lumbar spinal cord, PKC /spl gamma/ immunoreactivities were found to descend caudully through the white matter occupying the ventralmost portion of the posterior funiculus. At the conus medullaris, the positive reactivities of PKC /spl gamma/ appeared at the midline of the posterior funiculus. The area of positive reactivities of PKC /spl gamma/ decreased in size caudally in different spinal cord segments. These findings suggest that PKC /spl gamma/ immunohistochemical method can show the accurate position of corticospinal tract in rat spinal cord clearly, and provide the stereotactic anatomical bases for the microelectronic chip implantation in spinal cord.
为了研究微电子技术在神经功能再生中中枢神经信号的提取、过程和再生,有必要对皮质脊髓束(CST)的立体定向解剖学基础进行更详细的研究。本研究利用一种抗蛋白激酶C γ亚种的多克隆抗体(PKC /spl γ /)作为CST的特异性标记物,通过免疫组织化学方法揭示了CST在大鼠脊髓中的精确定位。CST轴突的PKC /spl γ /免疫反应在延髓锥体和锥体部可见,然后从颈髓到腰椎,PKC /spl γ /免疫反应在后索腹侧白质处呈尾侧下降。在髓圆锥处,后索中线出现PKC /spl γ /阳性反应。不同脊髓节段PKC /spl γ /阳性反应区呈尾侧减小。上述结果提示,PKC /spl γ /免疫组化方法可清晰显示大鼠脊髓皮质脊髓束的准确位置,为脊髓微电子芯片植入提供立体定向解剖学依据。
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引用次数: 1
期刊
Proceedings. 2005 First International Conference on Neural Interface and Control, 2005.
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