Inferring Autonomic Nervous System Stimulation from Hand and Foot Skin Conductance Measurements

机译：从手足皮肤电导率测量推断自主神经系统刺激

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

The autonomic nervous system (ANS) stimulates various sweat glands. Changes in skin conductance measurements indicate sudomotor nerve activity (SMNA), and could be used in inferring the underlying ANS stimulation. We model hand and foot skin conductance measurements simultaneously using a state-space model with Gaussian errors and sparse impulsive events as inputs to the model. Using a multi-rate formulation, we recover the timing and amplitudes of SMNA using a generalized cross-validation based sparse recovery approach. We analyze experimental and simulated data to validate the performance of the proposed approach and illustrate that we are able to recover the underlying auditory stimuli.

机译：自主神经系统（ANS）刺激各种汗腺。皮肤电导率测量值的变化表明sudomotor神经活动（SMNA），可用于推断潜在的ANS刺激。我们使用具有高斯误差和稀疏冲动事件的状态空间模型作为模型的输入，同时对手和足皮肤电导率测量进行建模。使用多速率公式，我们使用基于广义交叉验证的稀疏恢复方法来恢复SMNA的时间和幅度。我们分析实验和模拟数据以验证所提出方法的性能，并说明我们能够恢复潜在的听觉刺激。

著录项

来源
《2018 52nd Asilomar Conference on Signals, Systems, and Computers》|2018年|655-660|共6页
会议地点 Pacific Grove(US)
作者
Md. Rafiul Amin; Rose T. Faghih;
展开▼
作者单位

Computational Medicine Lab in the Department of Electrical and Computer Engineering, University of Houston, Houston, TX, 77204-4005, USA;

Computational Medicine Lab in the Department of Electrical and Computer Engineering, University of Houston, Houston, TX, 77204-4005, USA;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Foot; Deconvolution; Sweat glands; Time series analysis; Autonomic nervous system; State-space methods;

机译：足;反卷积;汗腺;时间序列分析;自主神经系统;状态空间法;;

相似文献

外文文献
中文文献
专利

1. ATTENTIONAL BIAS AND AUTONOMIC NERVOUS SYSTEM RESPONSE TO EMOTIONALLY LOADED STIMULI IN A DOT-PROBE TASK: EVIDENCE FROM SKIN CONDUCTANCE MEASUREMENTS [J] . Sato Toshihiko, Takahashi Kento, Yamamoto Naohiro, Psychophysiology . 2016,第S1期

机译：点探针任务中对动态加载刺激的注意偏向和自主神经系统响应：皮肤电导率测量的证据
2. ATTENTIONAL BIAS AND AUTONOMIC NERVOUS SYSTEM RESPONSE TO EMOTIONALLY LOADED STIMULI IN A DOT-PROBE TASK: EVIDENCE FROM SKIN CONDUCTANCE MEASUREMENTS [J] . Sato Toshihiko, Takahashi Kento, Yamamoto Naohiro, Psychophysiology . 2016,第S1期

机译：注意偏见和自主神经系统在DOT探测任务中对情绪上负载刺激的反应：来自皮肤电导测量的证据
3. ATTENTIONAL BIAS AND AUTONOMIC NERVOUS SYSTEM RESPONSE TO EMOTIONALLY LOADED STIMULI IN A DOT-PROBE TASK: EVIDENCE FROM SKIN CONDUCTANCE MEASUREMENTS [J] . Sato Toshihiko, Takahashi Kento, Yamamoto Naohiro, Psychophysiology . 2016,第S1期

机译：注意偏见和自主神经系统在DOT探测任务中对情绪上负载刺激的反应：来自皮肤电导测量的证据
4. Inferring Autonomic Nervous System Stimulation from Hand and Foot Skin Conductance Measurements [C] . Md. Rafiul Amin, Rose T. Faghih Asilomar Conference on Signals, Systems, and Computers . 2018

机译：推断自主神经系统刺激手中和脚皮肤电导测量
5. Autonomic nervous system functioning and callous-unemotional traits in childhood-onset conduct disorder. [D] . Cline, Jessie I. 2013

机译：儿童期行为障碍的自主神经系统功能和残酷不情绪动特征。
6. Assessing the efficacy and safety of magnesium sulfate for management of autonomic nervous system dysregulation in Vietnamese children with severe hand foot and mouth disease [O] . Qui Tu Phan, Lam Khanh Phung, Khanh Huu Truong, 2019

机译：评估硫酸镁治疗越南严重手足口病儿童自主神经系统失调的有效性和安全性
7. Robust Inference of Autonomic Nervous System Activation Using Skin Conductance Measurements: A Multi-Channel Sparse System Identification Approach [O] . MD. Rafiul Amin, Rose T. Faghih 2019

机译：使用皮肤电导测量的自主神经系统激活的鲁棒推理：多通道稀疏系统识别方法

Inferring Autonomic Nervous System Stimulation from Hand and Foot Skin Conductance Measurements

摘要

著录项

相似文献

相关主题

期刊订阅