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International Journal of Neural Systems, Volume 34
Volume 34, Number 1, January 2024
- Jiancai Leng
, Jianqun Zhu
Multilevel Laser-Induced Pain Measurement with Wasserstein Generative Adversarial Network - Gradient Penalty Model. 2350067:1-2350067:20 - Yi Wang
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration. 2450001:1-2450001:17 - Yongqiang Ma
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex. 2450002:1-2450002:15 - Xinyuan Chen
An Efficient Group Federated Learning Framework for Large-Scale EEG-Based Driver Drowsiness Detection. 2450003:1-2450003:16 - Tamás Dózsa
Variable Projection Support Vector Machines and Some Applications Using Adaptive Hermite Expansions. 2450004:1-2450004:22 - Mohammadali Ganjali, Alireza Mehridehnavi
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals. 2450006:1-2450006:16
Volume 34, Number 2, February 2024
- Mariantonia Cotronei
Improving the Effectiveness of Eigentrust in Computing the Reputation of Social Agents in Presence of Collusion. 2350063:1-2350063:16 - Nadia Mammone
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals. 2350068:1-2350068:19 - Claudia Greco
Discriminative Power of Handwriting and Drawing Features in Depression. 2350069:1-2350069:16 - Francesco Carlo Morabito:
Introduction. 2402001:1 - Federica Colonnese
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection. 2450005:1-2450005:16 - Francesco Mercaldo
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks. 2450007:1-2450007:15 - Marialucia Cuciniello
Cultural Differences in the Assessment of Synthetic Voices. 2450008:1-2450008:21
Volume 34, Number 3, March 2024
- Ruibin Zhao
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks. 2450009:1-2450009:17 - Yao Guo
sEMG-Based Inter-Session Hand Gesture Recognition via Domain Adaptation with Locality Preserving and Maximum Margin. 2450010:1-2450010:18 - Carlo Aironi
A Graph-Based Neural Approach to Linear Sum Assignment Problems. 2450011:1-2450011:18 - Xingchen Dong
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model. 2450012:1-2450012:16 - Hangyu Zhu
A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks. 2450013:1-2450013:17 - Chenyi Zhang
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. 2450014:1-2450014:18
Volume 34, Number 4, April 2024
- Hao Niu
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation. 2450015:1-2450015:18 - Rong Li
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks. 2450016:1-2450016:16 - Sisi Jiang
Striatum- and Cerebellum-Modulated Epileptic Networks Varying Across States with and without Interictal Epileptic Discharges. 2450017:1-2450017:15 - Lin Jiang
Multimodal Covariance Network Reflects Individual Cognitive Flexibility. 2450018:1-2450018:18 - Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti:
Robust Federated Learning for Heterogeneous Model and Data. 2450019:1-2450019:11 - Lin Chen
Enhanced Multitask Learning for Hash Code Generation of Palmprint Biometrics. 2450020:1-2450020:14
Volume 34, Number 5, May 2024
- Chi Zhou
A Parallel Convolutional Network Based on Spiking Neural Systems. 2450022:1-2450022:16 - Danilo Avola
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition. 2450024:1-2450024:18 - Lorenzo Rovida
Encrypted Image Classification with Low Memory Footprint Using Fully Homomorphic Encryption. 2450025:1-2450025:16 - Jesús Fernández-Bermejo Ruiz
Edge Computing Transformers for Fall Detection in Older Adults. 2450026:1-2450026:20 - Sriram Kumar P
Optimal Electrodermal Activity Segment for Enhanced Emotion Recognition Using Spectrogram-Based Feature Extraction and Machine Learning. 2450027:1-2450027:22
Volume 34, Number 6, June 2024
- Marian Gheorghe, Alberto Leporati, Ferrante Neri
Introduction. 2402002:1-2402002:2 - Iris Ermini, Claudio Zandron
Modular Spiking Neural Membrane Systems for Image Classification. 2450021:1-2450021:16 - Luping Zhang
An Asynchronous Spiking Neural Membrane System for Edge Detection. 2450023:1-2450023:17 - Yongshun Shen
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay. 2450028:1-2450028:21 - Xingyang Liu
Entropy-Weighted Numerical Gradient Optimization Spiking Neural System for Biped Robot Control. 2450030:1-2450030:19 - Jun Fu
Multitask Adversarial Networks Based on Extensive Nonlinear Spiking Neuron Models. 2450032:1-2450032:16 - Antonio Ramírez-de-Arellano
Bridges Between Spiking Neural Membrane Systems and Virus Machines. 2450034:1-2450034:16
Volume 34, Number 7, July 2024
- Noushath Shaffi
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease. 2450029:1-2450029:17 - Haonan Pei
Simultaneous EEG-fMRI Investigation of Rhythm-Dependent Thalamo-Cortical Circuits Alteration in Schizophrenia. 2450031:1-2450031:18 - Chenglan Zhong
A Stage-Wise Residual Attention Generation Adversarial Network for Mandibular Defect Repairing and Reconstruction. 2450033:1-2450033:18 - Zhengyuan Jiang
Multiple-in-Single-Out Object Detector Leveraging Spiking Neural Membrane Systems and Multiple Transformers. 2450035:1-2450035:16 - Kyungrak Choi
Reinforcement Learning May Demystify the Limited Human Motor Learning Efficacy Due to Visual-Proprioceptive Mismatch. 2450037:1-2450037:16 - Javier Hernández-Tello, Miguel Ángel Martínez-del-Amor
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units. 2450038:1-2450038:15
Volume 34, Number 8, August 2024
- Jianping Dong
An Optimization Numerical Spiking Neural Membrane System with Adaptive Multi-Mutation Operators for Brain Tumor Segmentation. 2450036:1-2450036:20 - Xiu Yin
Hypergraph-Based Numerical Spiking Neural Membrane Systems with Novel Repartition Protocols. 2450039:1-2450039:15 - Yuxia Wang, Shasha Yuan
Combining EEG Features and Convolutional Autoencoder for Neonatal Seizure Detection. 2450040:1-2450040:13 - Dezan Ji, Landi He, Xingchen Dong
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG. 2450041:1-2450041:18 - Hongbin Lv, Yongfeng Zhang
Seizure Detection Based on Lightweight Inverted Residual Attention Network. 2450042:1-2450042:17 - Francisco Jesús Martínez-Murcia
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. 2450043:1-2450043:16
Volume 34, Number 9, September 2024
- Mourad El Hamri
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation. 2450044:1-2450044:16 - Benedetta Gambosi
A Model with Dopamine Depletion in Basal Ganglia and Cerebellum Predicts Changes in Thalamocortical Beta Oscillations. 2450045:1-2450045:21 - Amjed Al Fahoum, Ala'a Zyout:
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection. 2450046:1-2450046:17 - Jiale Wang
Unsupervised EEG-Based Seizure Anomaly Detection with Denoising Diffusion Probabilistic Models. 2450047:1-2450047:14 - Xiuyuan Xu
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations. 2450048:1-2450048:13 - Wei Chen, Zhanhe Yu, Chaochao Yang, Yuanyao Lu:
Abnormal Behavior Recognition Based on 3D Dense Connections. 2450049:1-2450049:17
Volume 34, Number 10, October 2024
- Qianqian Ren, Lianlian Zhang, Shaoyi Liu, Jin-Xing Liu, Junliang Shang, Xiyu Liu:
A Delayed Spiking Neural Membrane System for Adaptive Nearest Neighbor-Based Density Peak Clustering. 2450050:1-2450050:15 - Min Wu, Hong Peng
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model. 2450051:1-2450051:13 - Erik Roecher
Motion Artifact Detection for T1-Weighted Brain MR Images Using Convolutional Neural Networks. 2450052:1-2450052:15 - Changxu Dong, Dengdi Sun
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification. 2450053:1-2450053:17 - Luosang Gadeng
Automated Quality Assessment of Medical Images in Echocardiography Using Neural Networks with Adaptive Ranking and Structure-Aware Learning. 2450054:1-2450054:16 - Shuai Wang, Hailing Feng, Hongbin Lv, Chenxi Nie, Wenqian Feng, Hao Peng, Lin Zhang
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation. 2450055:1-2450055:16
Volume 34, Number 11, November 2024
- José Ángel Díaz-Francés
Semi-Supervised Semantic Image Segmentation by Deep Diffusion Models and Generative Adversarial Networks. 2450057:1-2450057:16 - Fo Hu
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study. 2450058:1-2450058:22 - Hongyan Zhang, Yuzhen Zhao, Xiyu Liu, Jie Xue:
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization. 2450059:1-2450059:13 - Yasheng Liu, Yonghui Jiang, Jie Liu, Jie Li, Mingze Liu, Weiwei Nie, Qi Yuan
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection. 2450060:1-2450060:20 - Chaoqun Ma
Crowd Counting Using Meta-Test-Time Adaptation. 2450061:1-2450061:21
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