Abstract is missing.
- Emotion Recognition Based on Gramian Encoding VisualizationJie-Lin Qiu, Xin-Yi Qiu, Kai Hu. 3-12 [doi]
- EEG Based Brain Mapping by Using Frequency-Spatio-Temporal ConstraintsPablo Andrés Muñoz-Gutiérrez, Juan David Martínez-Vargas, Sergio García-Vega, Eduardo Giraldo, Germán Castellanos-Domínguez. 13-21 [doi]
- An EEG-Based Emotion Recognition Model with Rhythm and Time CharacteristicsJianzhuo Yan, Sinuo Deng. 22-31 [doi]
- Influence of Realistic Head Modeling on EEG Forward ProblemErnesto Cuartas Morales, Yohan Ricardo Céspedes Villar, Héctor Fabio Torres Cardona, Carlos Daniel Acosta, Germán Castellanos-Domínguez. 32-40 [doi]
- Computational Model for Reward-Based Generation and Maintenance of MotivationFawad Taj, Michel C. A. Klein, Aart van Halteren. 41-51 [doi]
- Current Design with Minimum Error in Transcranial Direct Current StimulationJing Qin 0003, Yushan Wang, Wentai Liu. 52-62 [doi]
- Assessment of Source Connectivity for Emotional States DiscriminationJuan David Martínez-Vargas, D. A. Nieto-Mora, Pablo Andrés Muñoz-Gutiérrez, Y. R. Céspedes-Villar, Eduardo Giraldo, Germán Castellanos-Domínguez. 63-73 [doi]
- Rich Dynamics Induced by Synchronization Varieties in the Coupled Thalamocortical Circuitry ModelDenggui Fan, Jianzhong Su, Ariel Bowman. 74-84 [doi]
- Humans Have a Distributed, Molecular Long-Term MemoryJohn L. Pfaltz. 87-98 [doi]
- Functional Connectivity Analysis Using the Oddball Auditory Paradigm for Attention TasksJuana Valeria Hurtado-Rincón, Francia Restrepo, Jorge Ivan Padilla, Hector Fabio Torres, Germán Castellanos-Domínguez. 99-108 [doi]
- Perspective Taking vs Mental Rotation: CSP-Based Single-Trial Analysis for Cognitive Process DisambiguationChristoforos Christoforou, Adamantini Hatzipanayioti, Marios N. Avraamides. 109-118 [doi]
- Using the Partial Directed Coherence to Understand Brain Functional Connectivity During Movement Imagery TasksMyriam Alanis-Espinosa, David Gutiérrez. 119-128 [doi]
- Combining fMRI Data and Neural Networks to Quantify Contextual Effects in the BrainNora E. Aguirre-Celis, Risto Miikkulainen. 129-140 [doi]
- Network Analysis of Brain Functional Connectivity in Mental Arithmetic Using Task-Evoked fMRIXiaofei Zhang, Yang Yang, Ming-Hui Zhang, Ning Zhong 0001. 141-152 [doi]
- The Astrocytic Microdomain as a Generative Mechanism for Local PlasticityIoannis Polykretis, Vladimir Ivanov, Konstantinos P. Michmizos. 153-162 [doi]
- Determining the Optimal Number of MEG Trials: A Machine Learning and Speech Decoding PerspectiveDebadatta Dash, Paul Ferrari, Saleem Malik, Albert Montillo, Joseph A. Maldjian, Jun Wang 0037. 163-172 [doi]
- Use of Temporal Attributes in Detection of Functional Areas in Basal GangliaKonrad A. Ciecierski. 175-185 [doi]
- Influence of Time-Series Extraction on Binge Drinking Interpretability Using Functional Connectivity AnalysisJorge Ivan Padilla-Buriticá, H. F. Torres, E. Pereda, A. Correa, Germán Castellanos-Domínguez. 186-194 [doi]
- Regularized State Observers for Source Activity EstimationAndrés Felipe Soler, Pablo Andrés Muñoz-Gutiérrez, Eduardo Giraldo. 195-204 [doi]
- Distributional Representation for Resting-State Functional Brain Connectivity AnalysisJiating Zhu, Jiannong Cao. 205-215 [doi]
- Deep Neural Networks for Automatic Classification of Anesthetic-Induced UnconsciousnessKonstantinos Patlatzoglou, Srivas Chennu, Mélanie Boly, Quentin Noirhomme, Vincent Bonhomme, Jean-François Brichant, Olivia Gosseries, Steven Laureys. 216-225 [doi]
- Efficient and Automatic Subspace Relevance Determination via Multiple Kernel Learning for High-Dimensional Neuroimaging DataMurat Seçkin Ayhan, Vijay Raghavan 0001. 226-238 [doi]
- Improving SNR and Reducing Training Time of Classifiers in Large Datasets via Kernel AveragingMatthias Sebastian Treder. 239-248 [doi]
- Automatic Recognition of Resting State fMRI Networks with Dictionary LearningDebadatta Dash, Bharat Biswal, Anil Kumar Sao, Jun Wang 0037. 249-259 [doi]
- Simultaneous EEG Analysis and Feature Extraction Selection Based on Unsupervised LearningBadar Almarri, Chun-Hsi Huang. 260-269 [doi]
- Construction of Sparse Weighted Directed Network (SWDN) from the Multivariate Time-SeriesRahilsadat Hosseini, Feng Liu 0011, Shouyi Wang. 270-281 [doi]
- Preference Prediction Based on Eye Movement Using Multi-layer Combinatorial FusionChristina Schweikert, Louis Gobin, Shuxiao Xie, Shinsuke Shimojo, D. Frank Hsu. 282-293 [doi]
- A Multilayer Network Approach for Studying Creative Ideation from EEGRohit Bose, Kumar Ashutosh, Junhua Li, Andrei Dragomir, Nitish V. Thakor, Anastasios Bezerianos. 294-303 [doi]
- Estimating Latent Brain Sources with Low-Rank Representation and Graph RegularizationFeng Liu, Shouyi Wang, Jing Qin, Yifei Lou, Jay Rosenberger. 304-316 [doi]
- Analysis of Epileptic Activity Based on Brain Mapping of EEG Adaptive Time-Frequency DecompositionMaximiliano Bueno-López, Pablo Andrés Muñoz-Gutiérrez, Eduardo Giraldo, Marta Molinas. 319-328 [doi]
- Resting State EEG Based Depression Recognition Research Using Deep Learning MethodWandeng Mao, Jing Zhu, Xiaowei Li 0005, Xin Zhang, Shuting Sun. 329-338 [doi]
- Tensor Decomposition for Neurodevelopmental Disorder PredictionShah Muhammad Hamdi, Yubao Wu, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin Morris. 339-348 [doi]
- Feature Selection and Imbalanced Data Handling for Depression DetectionMarzieh Mousavian, Jianhua Chen, Steven G. Greening. 349-358 [doi]
- Deep Convolutional Neural Networks for Automated Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment Using 3D Brain MRIJyoti Islam, Yanqing Zhang. 359-369 [doi]
- Evaluating Mental Health Encounters in mTBI: Identifying Patient Subgroups and Recommending Personalized TreatmentsFilip Dabek, Peter Hoover, Jesus Caban. 370-380 [doi]
- DeepDx: A Deep Learning Approach for Predicting the Likelihood and Severity of Symptoms Post ConcussionFilip Dabek, Peter Hoover, Jesus Caban. 381-391 [doi]
- Automatic Detection of Epileptic Spike in EEGs of Children Using Matched FilterMaritza Mera, Diego M. López, Rubiel Vargas-Cañas, María Miño. 392-402 [doi]
- fASSERT: A Fuzzy Assistive System for Children with Autism Using Internet of ThingsAnjum Ismail Sumi, Most. Fatematuz Zohora, Maliha Mahjabeen, Tasnova Jahan Faria, Mufti Mahmud, M. Shamim Kaiser. 403-412 [doi]
- ADEPTNESS: Alzheimer's Disease Patient Management System Using Pervasive Sensors - Early Prototype and Preliminary ResultsTajim Md. Niamat Ullah Akhund, Md. Julkar Nayeen Mahi, A. N. M. Hasnat Tanvir, Mufti Mahmud, M. Shamim Kaiser. 413-422 [doi]
- Uncovering Dynamic Functional Connectivity of Parkinson's Disease Using Topological Features and Sparse Group LassoKin Ming Puk, Wei Xiang, Shouyi Wang, Cao (Danica) Xiao, W. Art Chaovalitwongse, Tara M. Madhyastha, Thomas J. Grabowski. 423-434 [doi]
- The Effect of Culture and Social Orientation on Player's Performances in Tacit Coordination GamesDor Mizrahi, Ilan Laufer, Inon Zuckerman, Tielin Zhang. 437-447 [doi]
- Self-programming Robots Boosted by Neural AgentsOscar Chang. 448-457 [doi]
- EEG-Based Subjects Identification Based on Biometrics of Imagined Speech Using EMDLuis Alfredo Moctezuma, Marta Molinas. 458-467 [doi]
- Simulating Phishing Email Processing with Instance-Based Learning and Cognitive Chunk ActivationMatthew Shonman, Xiangyang Li, Haoruo Zhang, Anton Dahbura. 468-478 [doi]
- Sparse Sampling and Fully-3D Fast Total Variation Based Imaging Reconstruction for Chemical Shift Imaging in Magnetic Resonance SpectroscopyZigen Song, Melinda Baxter, Mingwu Jin, Jian-xiong Wang, Ren-Cang Li, Talon Johnson, Jianzhong Su. 479-485 [doi]
- An Auto TCD Probe Design and VisualizationYi Huang, Peng Wen, Bo Song, Yan Li. 486-495 [doi]