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Titlebook: Artificial Intelligence for Neuroscience and Emotional Systems; 10th International W José Manuel Ferrández Vicente,Mikel Val Calvo,Hojj Con

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发表于 2025-3-21 16:33:14 | 显示全部楼层 |阅读模式
期刊全称Artificial Intelligence for Neuroscience and Emotional Systems
期刊简称10th International W
影响因子2023José Manuel Ferrández Vicente,Mikel Val Calvo,Hojj
视频video
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Artificial Intelligence for Neuroscience and Emotional Systems; 10th International W José Manuel Ferrández Vicente,Mikel Val Calvo,Hojj Con
影响因子.The two volume set LNCS 14674 and 14675 constitutes the proceedings of the 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, which took place in Olhâo, Portugal, during June 4–7, 2024...The 99 full papers presented in these proceedings were carefully reviewed and selected from 193 submissions. They were organized in topical sections as follows:..Part I: Machine learning in neuroscience; artificial intelligence in neurophysiology; neuromotor and cognitive disorders; intelligent systems for assessment, treatment, and assistance in early stages of Alzheimer‘s disease and other dementias; socio-cognitive, affective and physiological computing; affective computing and context awareness in ambientintelliigence; learning tools to lecture;..Part II: Machine learning in computer vision and robotics; bio-inspired computing approaches; social and civil engineering through human AI translations; smart renewable energies: advancing AI algorithms in the renewable energy industry; bioinspired applications..
Pindex Conference proceedings 2024
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发表于 2025-3-21 21:06:55 | 显示全部楼层
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling various cognitive processes and constitutes the basis of communication between populations of neurons. Cross-frequency coupling (CFC) refers to techniques directed to study the interactions between oscillations at different frequencies, providing a more comprehensive view of neural dynamics than tr
发表于 2025-3-22 03:52:37 | 显示全部楼层
Enhancing Neuronal Coupling Estimation by NIRS/EEG Integrationr diagnosis. In this context, multimodal neuroimaging approaches, based on the neurovascular coupling phenomenon, exploit their individual strengths to provide complementary information on the neural activity of the brain cortex. This work proposes a novel method for combining electroencephalography
发表于 2025-3-22 04:40:56 | 显示全部楼层
Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchronyion flow between different brain regions. Connectograms are graphical representations that map the connectivity between neural nodes or EEG channels through lines and arrows of varying thickness and directionality. Here, inter-channel phase connectivity patterns were analyzed by computing Granger ca
发表于 2025-3-22 08:49:45 | 显示全部楼层
Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns instem on the heart. It can provide insights into the balance between sympathetic and parasympathetic activity. The relationship between autonomic nervous system function, specifically parasympathetic activity, and certain learning disorders, including dyslexia, is currently under study. In this paper
发表于 2025-3-22 16:30:19 | 显示全部楼层
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia DetectionFrequency Coupling (CFC) maps derived from EEG signals for dyslexia detection. Our approach addresses the challenge of subtle intensity differences in CFC maps, which can hinder the accurate identification of dyslexia-related patterns..Through visual inspection and quantitative analysis, we demonstr
发表于 2025-3-22 20:02:04 | 显示全部楼层
Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree chanism based on Artificial Intelligence (AI), utilizing technology to explore hidden relations between data and assessment in medical contexts. Hence, predicting the mortality of Intensive Care Unit (ICU) patients is a vital yet challenging task with significant implications for clinical decision-m
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Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants processes. However, the interpretability of solutions generated by these algorithms remains a significant challenge, as these models do not inherently prioritize explainability. This lack of interpretability hampers the analysis of decision-making rationales. One potential remedy to this issue is t
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