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International Journal of Neural Systems最新文献

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Unsupervised EEG-Based Seizure Anomaly Detection with Denoising Diffusion Probabilistic Models 利用去噪扩散概率模型进行基于脑电图的无监督癫痫发作异常检测
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-05-17 DOI: 10.1142/s0129065724500473
Jiale Wang, Mengxue Sun, Wenhui Huang
{"title":"Unsupervised EEG-Based Seizure Anomaly Detection with Denoising Diffusion Probabilistic Models","authors":"Jiale Wang, Mengxue Sun, Wenhui Huang","doi":"10.1142/s0129065724500473","DOIUrl":"https://doi.org/10.1142/s0129065724500473","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140965650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-based Schizophrenia Detection 小波变换、重构相空间和深度学习神经网络用于基于脑电图的精神分裂症检测
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-05-17 DOI: 10.1142/s0129065724500461
Amjed Ai Fahoum, Ala’a Zyout
{"title":"Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-based Schizophrenia Detection","authors":"Amjed Ai Fahoum, Ala’a Zyout","doi":"10.1142/s0129065724500461","DOIUrl":"https://doi.org/10.1142/s0129065724500461","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140962003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A model with dopamine depletion in basal ganglia and cerebellum predicts changes in thalamocortical beta oscillations 基底节和小脑多巴胺耗竭模型可预测丘脑皮层贝塔振荡的变化
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-05-10 DOI: 10.1142/s012906572450045x
Benedetta Gambosi, Francesco Jamal Sheiban, Marco Biasizzo, A. Antonietti, Egidio D'Angelo, Alberto Mazzoni, Alessandra Pedrocchi
{"title":"A model with dopamine depletion in basal ganglia and cerebellum predicts changes in thalamocortical beta oscillations","authors":"Benedetta Gambosi, Francesco Jamal Sheiban, Marco Biasizzo, A. Antonietti, Egidio D'Angelo, Alberto Mazzoni, Alessandra Pedrocchi","doi":"10.1142/s012906572450045x","DOIUrl":"https://doi.org/10.1142/s012906572450045x","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140993574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation 增量置信度采样与领域适应的优化传输
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-05-10 DOI: 10.1142/s0129065724500448
Mourad El Hamri, Younès Bennani, Issam Falih
{"title":"Incremental Confidence Sampling with Optimal Transport for Domain Adaptation","authors":"Mourad El Hamri, Younès Bennani, Issam Falih","doi":"10.1142/s0129065724500448","DOIUrl":"https://doi.org/10.1142/s0129065724500448","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140991739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG 利用脑电图时空特征融合预测癫痫发作
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-04-19 DOI: 10.1142/s0129065724500412
Dezan Ji, Landi He, Xingchen Dong, Haotian Li, Xiangwen Zhong, Guoyang Liu, Weidong Zhou
{"title":"Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG","authors":"Dezan Ji, Landi He, Xingchen Dong, Haotian Li, Xiangwen Zhong, Guoyang Liu, Weidong Zhou","doi":"10.1142/s0129065724500412","DOIUrl":"https://doi.org/10.1142/s0129065724500412","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140682716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Combining eeg features and convolutional autoencoder for neonatal seizure detection 结合电子脑电图特征和卷积自动编码器检测新生儿癫痫发作
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-04-19 DOI: 10.1142/s0129065724500400
Yuxia Wang, Shasha Yuan, Jinxing Liu, Wenrong Hu, Qingwei Jia, Fangzhou Xu
{"title":"Combining eeg features and convolutional autoencoder for neonatal seizure detection","authors":"Yuxia Wang, Shasha Yuan, Jinxing Liu, Wenrong Hu, Qingwei Jia, Fangzhou Xu","doi":"10.1142/s0129065724500400","DOIUrl":"https://doi.org/10.1142/s0129065724500400","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140684535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hypergraph-based Numerical Spiking Neural Membrane Systems with Novel Repartition Protocols 基于超图的数值尖峰神经膜系统与新颖的分区协议
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-04-05 DOI: 10.1142/s0129065724500394
Xiu Yin, Xiyu Liu, M.-X. Sun, Jie Xue
{"title":"Hypergraph-based Numerical Spiking Neural Membrane Systems with Novel Repartition Protocols","authors":"Xiu Yin, Xiyu Liu, M.-X. Sun, Jie Xue","doi":"10.1142/s0129065724500394","DOIUrl":"https://doi.org/10.1142/s0129065724500394","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140738180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reinforcement Learning May Demystify the Limited Human Motor Learning Efficacy Due to Visual-Proprioceptive Mismatch. 强化学习可能会揭示视觉-直觉不匹配导致的人类运动学习效率有限的原因
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-04-05 DOI: 10.1142/s0129065724500370
Kyungrak Choi, Yoonsuck Choe, Hangue Park
{"title":"Reinforcement Learning May Demystify the Limited Human Motor Learning Efficacy Due to Visual-Proprioceptive Mismatch.","authors":"Kyungrak Choi, Yoonsuck Choe, Hangue Park","doi":"10.1142/s0129065724500370","DOIUrl":"https://doi.org/10.1142/s0129065724500370","url":null,"abstract":"Vision and proprioception have fundamental sensory mismatches in delivering locational information, and such mismatches are critical factors limiting the efficacy of motor learning. However, it is still not clear how and to what extent this mismatch limits motor learning outcomes. To further the understanding of the effect of sensory mismatch on motor learning outcomes, a reinforcement learning algorithm and the simplified biomechanical elbow joint model were employed to mimic the motor learning process in a computational environment. By applying a reinforcement learning algorithm to the motor learning of elbow joint flexion task, simulation results successfully explained how visual-proprioceptive mismatch limits motor learning outcomes in terms of motor control accuracy and task completion speed. The larger the perceived angular offset between the two sensory modalities, the lower the motor control accuracy. Also, the more similar the peak reward amplitude of the two sensory modalities, the lower the motor control accuracy. In addition, simulation results suggest that insufficient exploration rate limits task completion speed, and excessive exploration rate limits motor control accuracy. Such a speed-accuracy trade-off shows that a moderate exploration rate could serve as another important factor in motor learning.","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140736347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sparse Spiking Neural-like Membrane Systems on Graphics Processing Units 图形处理器上的稀疏尖峰神经膜系统
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-04-05 DOI: 10.1142/s0129065724500382
Javier Hernandez-Tello, Miguel A. Martínez-del-Amor, David Orellana-Martín, F. Cabarle
{"title":"Sparse Spiking Neural-like Membrane Systems on Graphics Processing Units","authors":"Javier Hernandez-Tello, Miguel A. Martínez-del-Amor, David Orellana-Martín, F. Cabarle","doi":"10.1142/s0129065724500382","DOIUrl":"https://doi.org/10.1142/s0129065724500382","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140737978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiple-in-Single-out Object Detector Leveraging Spiking Neural Membrane Systems and Multiple Transformers 利用尖峰神经膜系统和多变压器的多入单出物体探测器
IF 8 2区 计算机科学
International Journal of Neural Systems Pub Date : 2024-03-22 DOI: 10.1142/s0129065724500357
Zhengyuan Jiang, Siyan Sun, Hong Peng, Zhicai Liu, Jun Wang
{"title":"Multiple-in-Single-out Object Detector Leveraging Spiking Neural Membrane Systems and Multiple Transformers","authors":"Zhengyuan Jiang, Siyan Sun, Hong Peng, Zhicai Liu, Jun Wang","doi":"10.1142/s0129065724500357","DOIUrl":"https://doi.org/10.1142/s0129065724500357","url":null,"abstract":"","PeriodicalId":50305,"journal":{"name":"International Journal of Neural Systems","volume":null,"pages":null},"PeriodicalIF":8.0,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140213803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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