Abstract is missing.
- Estimating the Temporal Evolution of Synaptic Weights from Dynamic Functional ConnectivityMarco Celotto, Stefan Lemke, Stefano Panzeri. 3-14 [doi]
- From Concrete to Abstract Rules: A Computational SketchSnigdha Dagar, Frédéric Alexandre, Nicolas P. Rougier. 15-26 [doi]
- Detection of Healthy and Unhealthy Brain States from Local Field Potentials Using Machine LearningMarcos I. Fabietti, Mufti Mahmud, Ahmad Lotfi, Alessandro Leparulo, Roberto Fontana, Stefano Vassanelli, Cristina Fassolato. 27-39 [doi]
- COSLETS: Recognition of Emotions Based on EEG SignalsR. Narendra, M. Suresha, V. N. Manjunatha Aradhya. 40-49 [doi]
- Influences of Social Learning in Individual Perception and Decision Making in People with Autism: A Computational ApproachTanu Wadhera, Mufti Mahmud. 50-61 [doi]
- Analysis of Alpha Band Decomposition in Different Level-k Scenarios with Semantic ProcessingDor Mizrahi, Inon Zuckerman, Ilan Laufer. 65-73 [doi]
- Toward the Study of the Neural-Underpinnings of Dyslexia During Final-Phoneme Elision: A Machine Learning ApproachChristoforos Christoforou, Timothy C. Papadopoulos, Maria Theodorou. 74-85 [doi]
- Root-Cause Analysis of Activation Cascade Differences in Brain NetworksQihang Yao, Manoj Chandrasekaran, Constantine Dovrolis. 86-98 [doi]
- Unstructured Categorization with Probabilistic Feedback: Learning Accuracy Versus Response TimeBilyana Genova, Nadejda Bocheva, Miroslava Stefanova. 99-113 [doi]
- Optimizing Measures of Information Encoding in Astrocytic Calcium SignalsJacopo Bonato, Sebastiano Curreli, Tommaso Fellin, Stefano Panzeri. 117-128 [doi]
- Introducing the Rank-Biased Overlap as Similarity Measure for Feature Importance in Explainable Machine Learning: A Case Study on Parkinson's DiseaseAlessia Sarica, Andrea Quattrone, Aldo Quattrone. 129-139 [doi]
- Prediction of Neuropsychological Scores from Functional Connectivity Matrices Using Deep AutoencodersDelfina Irarte, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi. 140-151 [doi]
- Classifying EEG Signals of Mind-Wandering Across Different Styles of MeditationShivam Chaudhary, Pankaj Pandey, Krishna Prasad Miyapuram, Derek Lomas. 152-163 [doi]
- Feature Fusion-Based Capsule Network for Cross-Subject Mental Workload ClassificationYinhu Yu, Junhua Li. 164-174 [doi]
- Brain Source Reconstruction Solution Quality Assessment with Spatial Graph Frequency FeaturesMeng Jiao, Feng Liu 0011, Onur Asan, Roshanak Nilchiani, Xinglong Ju, Jing Xiang. 175-183 [doi]
- Enhancing the MR Neuroimaging by Using the Deep Super-Resolution ReconstructionYu Cao, Hongzhi Kuai, Guanqiao Peng. 184-194 [doi]
- Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal DataMuhammad Arifur Rahman, David J. Brown 0001, Nicholas Shopland, Matthew C. Harris, Zakia Batool Turabee, Nadja Heym, Alexander Sumich, Brad Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis, Mufti Mahmud. 195-209 [doi]
- Convex Hull in Brain Tumor SegmentationKashfia Sailunaz, Deniz Bestepe, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj. 210-225 [doi]
- Computer-Aided Diagnosis Framework for ADHD Detection Using Quantitative EEGRuchi Holker, Seba Susan. 229-240 [doi]
- A Machine Learning Approach for Early Detection of Postpartum Depression in BangladeshJasiya Fairiz Raisa, M. Shamim Kaiser, Mufti Mahmud. 241-252 [doi]
- Epilepsy Detection from EEG Data Using a Hybrid CNN-LSTM ModelMd. Arif Istiek Neloy, Anik Biswas, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson 0001. 253-263 [doi]
- Classifying Brain Tumor from MRI Images Using Parallel CNN ModelTahmina Akter Sumi, Tanuja Nath, Nazmun Nahar, Mohammad Shahadat Hossain, Karl Andersson 0001. 264-276 [doi]
- Triplet-Loss Based Siamese Convolutional Neural Network for 4-Way Classification of Alzheimer's DiseaseNoushath Shaffi, Faizal Hajamohideen, Mufti Mahmud, Abdelhamid Abdesselam, Karthikeyan Subramanian, Arwa Al Sariri. 277-287 [doi]
- Understanding Syntax Structure of Language After a Head InjuryMarisol Roldán-Palacios, Aurelio López-López. 288-300 [doi]
- A Belief Rule Based Expert System to Diagnose Alzheimer's Disease Using Whole Blood Gene Expression DataShafkat Raihan, Mumtahina Ahmed, Angel Sharma, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson 0001. 301-315 [doi]
- Feature-Selected Graph Spatial Attention Network for Addictive Brain-Networks IdentificationChangwei Gong, Changhong Jing, Junren Pan, Yishan Wang, Shuqiang Wang. 316-326 [doi]
- Biologically Inspired Neural Path FindingHang Li, Qadeer Khan, Volker Tresp, Daniel Cremers. 329-342 [doi]
- A Second-Order Adaptive Social-Behavioural Model for Individual and Duo Motor LearningEge de Bruin, Matthijs Weier, Jan Treur. 343-358 [doi]
- EEG Signal Classification Using Shallow FBCSP ConvNet with a New Cropping StrategyYifeng Sun, Hao Lan Zhang, Yifan Lu, Yun Xue. 359-368 [doi]
- Becoming Attuned to Each Other Over Time: A Computational Neural Agent Model for the Role of Time Lags in Subjective Synchrony Detection and Related Behavioral AdaptivitySophie C. F. Hendrikse, Jan Treur, Tom F. Wilderjans, Suzanne Dikker, Sander L. Koole. 369-383 [doi]