2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)最新文献_第9页

Revealing critical channels and frequency bands for emotion recognition from EEG with deep belief network 揭示了基于深度信念网络的脑电情感识别的关键通道和频带

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146583

Wei-Long Zheng, Hao-Tian Guo, Bao-Liang Lu

引用次数: 49

Sensorless force estimation using a neuro-vision-based approach for robotic-assisted surgery 基于神经视觉的机器人辅助手术无传感器力估计方法

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146566

Angelica I. Avilés, Samar M. Alsaleh, P. Sobrevilla, A. Casals

引用次数: 25

Effects of stratum corneum and conductive gel properties on sensory afferents recruitment by 3D TENS computational modeling 角质层和导电凝胶性质对感觉传入神经募集的影响

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146670

U. K. Zhu, P. Li, G. Chai, X. Sui

{"title":"Effects of stratum corneum and conductive gel properties on sensory afferents recruitment by 3D TENS computational modeling","authors":"U. K. Zhu, P. Li, G. Chai, X. Sui","doi":"10.1109/NER.2015.7146670","DOIUrl":"https://doi.org/10.1109/NER.2015.7146670","url":null,"abstract":"Incorporation of tactile sensory feedback by non-invasive transcutaneous electrical nerve stimulation (TENS) is potentially helpful for a prosthetic hand to accomplish dexterous manipulation. As for TENS through surface electrode, the stimulating current flows directly through the conductive gel and the stratum corneum (SC) layers to activate the tactile afferent nerve fibers. In our study the specific modulation effect of recruiting afferent nerve fibers in the two layers was investigated by establishing a 3D finite element model of the forearm. The results showed that both decreasing the gel thickness and increasing the gel resistivity improved the electrical stimulation sensitivity for electrotactile feedback, which would be beneficial to lower the threshold current of TENS. Meanwhile, decreasing the SC resistivity was also beneficial to improve the electrical stimulation sensitivity, but the variations of the normal SC thickness had negligible influence on the sensitivity. On one hand, these results gave us a specific guidance for choosing appropriate property parameters for conductive gel. On the other hand, both the thickness and resistivity of SC were susceptible to age, gender, and physical conditions etc., so it was significant for us to comprehend specific modulation effect under variation of SC properties.","PeriodicalId":137451,"journal":{"name":"2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122532481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Evaluation of the feasibility of a novel distance adaptable steady-state visual evoked potential based brain-computer interface 一种新型距离自适应稳态视觉诱发电位脑机接口的可行性评价

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146559

Chi-Hsu Wu, H. Lakany

{"title":"Evaluation of the feasibility of a novel distance adaptable steady-state visual evoked potential based brain-computer interface","authors":"Chi-Hsu Wu, H. Lakany","doi":"10.1109/NER.2015.7146559","DOIUrl":"https://doi.org/10.1109/NER.2015.7146559","url":null,"abstract":"Steady-state visual evoked potential (SSVEP) based brain-computer interface (BCI) has attracted great attention in BCI research due to its advantages over the other electroencephalography (EEG) based BCI paradigms, such as high speed, high signal to noise ratio, high accuracy, commands scalability and minimal user training time. Several studies have demonstrated that SSVEP BCI can provide a reliable channel to the users to communicate and control an external device. While most SSVEP based BCI studies focus on encoding the visual stimuli, enhancing the signal detection and improving the classification accuracy, there is a need to bridge the gap between BCI “bench” research and real world application. This study proposes a novel distance adaptable SSVEP based BCI paradigm which allows its users to operate the system in a range of viewing distances between the user and the visual stimulator. Unlike conventional SSVEP BCI where users can only operate the system at a fixed distance in front of the visual stimulator, users can operate the proposed BCI at a range of viewing distances. 10 healthy subjects participated in the experiment to evaluate the feasibility of the proposed SSVEP BCI. The visual stimulator was presented to the subjects at 4 viewing distances, 60cm, 150cm, 250cm and 350cm. The mean classification accuracy across the subjects and the viewing distances is over 75%. The results demonstrate the feasibility of a distance adaptable SSVEP based BCI.","PeriodicalId":137451,"journal":{"name":"2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127894160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

A fully implantable and rechargeable neurostimulation system for animal research 用于动物研究的完全可植入和可充电的神经刺激系统

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146648

K. Paralikar, W. Santa, Rajesh Iyer, A. Thom, Xin Su, Erik Hovland, David A. Dinsmoor, Gordon Munns, Steve J. May, Erik R. Scott, T. Denison

引用次数: 8

Application of BCI-FES system on stroke rehabilitation BCI-FES系统在脑卒中康复中的应用

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146823

Shenglong Jiang, Long Chen, Zhongpeng Wang, Jiapeng Xu, Cheng Qi, Hongzhi Qi, Feng He, Dong Ming

引用次数: 10

New sectorized implantable microelectrode fabrication, packaging and ageing for neural sensing and stimulation 用于神经传感和刺激的新型扇形植入微电极的制造、包装和老化

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146660

F. Bottausci, F. Baleras, Catherine Pudda, M. Cochet, Claude Chabrol, F. Sauter-Starace, Julie Oziat, Maelys Rovetta, B. Icard, D. Guiraud, J. Divoux, C. Malbert, C. Henry, S. Maubert

引用次数: 2

Effect of additional mechanical sensor data on an EMG-based pattern recognition system for a powered leg prosthesis 附加机械传感器数据对基于肌电图的模式识别系统的影响

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146704

John A. Spanias, A. M. Simon, Kimberly A. Ingraham, L. Hargrove

{"title":"Effect of additional mechanical sensor data on an EMG-based pattern recognition system for a powered leg prosthesis","authors":"John A. Spanias, A. M. Simon, Kimberly A. Ingraham, L. Hargrove","doi":"10.1109/NER.2015.7146704","DOIUrl":"https://doi.org/10.1109/NER.2015.7146704","url":null,"abstract":"Powered lower limb prostheses can improve amputees' ability to traverse stairs and ramps by providing positive mechanical work at the knee and ankle joint. EMG signals have been proposed as one way of providing seamless mode transitions by using them in combination with embedded mechanical sensors as inputs to a pattern recognition system that predicts the user's desired locomotion mode. In this study, we have expanded the amount of mechanical sensor information to include data from an additional five degrees of freedom in the load cell, as well as calculated thigh and shank angles. The purpose of this study was to determine the impact of this additional information on the performance of an EMG-based pattern recognition system designed to predict the desired locomotion mode. Our results indicate that including the additional mechanical sensor signals decreased the error rates of the system for both steady-state and transitional steps when compared to the reduced sensor set. We also found that EMG still decreased the error rate of the system, but to a lesser extent when using the additional mechanical sensors.","PeriodicalId":137451,"journal":{"name":"2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129915643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 40

To what extent can retinal prostheses restore vision? 视网膜假体能在多大程度上恢复视力?

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146605

D. Rathbun, A. Jalligampala, K. Stingl, E. Zrenner

引用次数: 6

A brain-to-sonar electronic interface to bypass peripheral auditory system in rats 绕过大鼠外周听觉系统的脑-声纳电子接口

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) Pub Date : 2015-04-22 DOI: 10.1109/NER.2015.7146557

A. Fiorillo, S. Pullano, M. Menniti, R. Citraro, G. Sarro, E. Russo

引用次数: 4