Fixed-/preassigned-time synchronization for delayed complex-valued neural networks with discontinuous activations Leping HuLian Duan Research Article 07 June 2024
Quantitative analysis and machine learning-based interpretation of EEG signals in coma and brain-death diagnosis Boning LiJinsha LiuJianting Cao Research Article 06 June 2024
Data-driven natural computational psychophysiology in class Yong HuangYuxiang HuanLirong Zheng Research Article 04 June 2024
Short-length SSVEP data extension by a novel generative adversarial networks based framework Yudong PanNing LiDezhong Yao Research Article 31 May 2024
Break-up and recovery of harmony between direct and indirect pathways in the basal ganglia: Huntington’s disease and treatment Sang-Yoon KimWoochang Lim Research Article 30 May 2024
Affective EEG-based cross-session person identification using hierarchical graph embedding Honggang LiuXuanyu JinYong Peng Research Article 29 May 2024
PSPN: Pseudo-Siamese Pyramid Network for multimodal emotion analysis Yanyan YinWanzeng KongFabio Babiloni Research Article 28 May 2024
A novel dual-step transfer framework based on domain selection and feature alignment for motor imagery decoding Guanglian BaiJing JinAndrzej Cichocki Research Article 25 May 2024
A new class of chaotic attractors using different activation functions in neuron with multi dendrites Kaouther SelmiKais BouallegueYoucef Soufi Research Article 24 May 2024
MSHANet: a multi-scale residual network with hybrid attention for motor imagery EEG decoding Mengfan LiJundi LiGuizhi Xu Research Article 21 May 2024
Classification algorithm for motor imagery fusing CNN and attentional mechanisms based on functional near-infrared spectroscopy brain image Xingbin ShiBaojiang LiXichao Wang Research Article 21 May 2024
Development of a humanoid robot control system based on AR-BCI and SLAM navigation Yao WangMingxing ZhangXiaogang Chen Research Article 18 May 2024
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network Sadam HussainZia BashirM. G. Abbas Malik Research Article 18 May 2024
Quantifying harmony between direct and indirect pathways in the basal ganglia: healthy and Parkinsonian states Sang-Yoon KimWoochang Lim Research Article 16 May 2024
Multiresolution feature fusion for smart diagnosis of schizophrenia in adolescents using EEG signals Rakesh RanjanBikash Chandra Sahana Research Article 11 May 2024
EEG-based schizophrenia detection using fusion of effective connectivity maps and convolutional neural networks with transfer learning Sara BagherzadehAhmad Shalbaf Research Article 09 May 2024
Sonification of electronic dynamical systems: Spectral characteristics and sound evaluation using EEG features G. Acosta MartínezE. GuevaraL. J. Ontañón-García Research Article 09 May 2024
Research progress of epileptic seizure prediction methods based on EEG Zhongpeng WangXiaoxin SongDong Ming Review Paper 07 May 2024
Computational model of the spatiotemporal synergetic system dynamics of calcium, IP3 and dopamine in neuron cells Anand PawarKamal Raj Pardasani Research Article 06 May 2024
Decoded EEG neurofeedback-guided cognitive reappraisal training for emotion regulation Linling LiXueying GuiZhiguo Zhang Research Article 03 May 2024
An effective classification approach for EEG-based motor imagery tasks combined with attention mechanisms Jixiang LiWuxiang ShiYurong Li Research Article 03 May 2024
Sustained attention detection in humans using a prefrontal theta-EEG rhythm Pankaj Kumar Sahu Research Article 03 May 2024
Involvement of prelimbic cortex neurons and related circuits in the acquisition of a cooperative learning by pairs of rats A. R. Conde-MoroF. Rocha-AlmeidaA. Gruart Research Article Open access 03 May 2024
SST-CRAM: spatial-spectral-temporal based convolutional recurrent neural network with lightweight attention mechanism for EEG emotion recognition Yingxiao QiaoQian Zhao Research Article 30 April 2024
Time-varying EEG networks of major depressive disorder during facial emotion tasks Jingru YangBowen LiYanfei Lin Research Article 20 April 2024
Deep-learning-optimized microstate network analysis for early Parkinson’s disease with mild cognitive impairment Luxiao ZhangXiao ShenChen Liu Research Article 18 April 2024
Effect of adult hippocampal neurogenesis on pattern separation and its applications Zengbin WangKai YangXiaojuan Sun Research Article 16 April 2024
Emotional reactivity and its impact on neural circuitry for attention-emotion interaction through regression-based machine learning model Raghavendra PrasadShashikanta TaraiArindam Bit Research Article 16 April 2024
An improved CapsNet based on data augmentation for driver vigilance estimation with forehead single-channel EEG Huizhou YangJingwen HuangLijuan Xia Research Article 10 April 2024
Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN Jun MaBanghua YangWen Wang Research Article 10 April 2024
Lattice 123 pattern for automated Alzheimer’s detection using EEG signal Sengul DoganPrabal Datta BaruaU. Rajendra Acharya Research Article Open access 03 April 2024
Dynamic functional connectivity correlates of mental workload Zhongming XuJing HuangZheng Li Research Article 01 April 2024
Vanishing point estimation inspired by oblique effect in a field environment Luping WangYun HaoHui Wei Research Article 01 April 2024
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model Yunhong LiuShiqi YuTao Zhang Research Article 27 March 2024
Predicting an EEG-Based hypnotic time estimation with non-linear kernels of support vector machine algorithm Hoda TaghilouMazaher RezaeiMohammad Ali Nazari Research Article 27 March 2024
The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions Menglei LuHuaguang GuXinjing Zhang Research Article 25 March 2024
Resting state EEG microstate profiling and a machine-learning based classifier model in epilepsy Asha SASudalaimani CRamshekhar N Menon Research Article 23 March 2024
EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations H. HoncampS. X. DuggiralaS. A. Kotz Research Article Open access 22 March 2024
Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation Yogesh SharmaBikesh Kumar SinghSangeeta Dhurandhar Research Article 20 March 2024
Assessment of rTMS treatment effects for methamphetamine addiction based on EEG functional connectivity Yongcong LiBanghua YangJie Zhang Research Article 19 March 2024
Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition Lei ZhuFei YuJianhai Zhang Research Article 18 March 2024
Reliable electrocortical dynamics of target-directed pass-kicks Daghan PiskinDaniel BüchelJochen Baumeister Research Article Open access 16 March 2024
High-altitude exposure leads to increased modularity of brain functional network with the increased occupation of attention resources in early processing of visual working memory Jing ZhouNian-Nian WangDe-Long Zhang Research Article 15 March 2024
Adult neurogenesis in the hippocampal dentate gyrus affects sparsely synchronized rhythms, associated with pattern separation and integration Sang-Yoon KimWoochang Lim Research Article 12 March 2024
The design and implementation of multi-character classification scheme based on EEG signals of visual imagery Hongguang PanWei SongXuebin Qin Research Article 09 March 2024
Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes Sonia KapurGhosha Mukeshbhai Joshi Research Article 08 March 2024
Task demand modulates the effects of reward learning on emotional stimuli Ning-Xuan ChenPing Wei Research Article 06 March 2024
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition Ali KhaleghiKian ShahiAmin Mohammadian Research Article 06 March 2024
Multiple time delay induced Hopf bifurcation of a cortex - basal ganglia model for Parkinson’s Disease Qiaohu ZhangQuansheng LiuYuanhong Bi Research Article 02 March 2024
Coherence-based channel selection and Riemannian geometry features for magnetoencephalography decoding Chao TangTianyi GaoBadong Chen Research Article 01 March 2024
