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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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發(fā)表于 2025-3-21 16:33:14 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Artificial Intelligence for Neuroscience and Emotional Systems
期刊簡(jiǎn)稱10th International W
影響因子2023José Manuel Ferrández Vicente,Mikel Val Calvo,Hojj
視頻videohttp://file.papertrans.cn/163/162387/162387.mp4
學(xué)科分類Lecture Notes in Computer Science
圖書封面Titlebook: Artificial Intelligence for Neuroscience and Emotional Systems; 10th International W José Manuel Ferrández Vicente,Mikel Val Calvo,Hojj Con
影響因子.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 Olhao, 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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發(fā)表于 2025-3-21 21:06:55 | 只看該作者
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
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發(fā)表于 2025-3-22 03:52:37 | 只看該作者
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
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發(fā)表于 2025-3-22 04:40:56 | 只看該作者
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
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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
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發(fā)表于 2025-3-22 16:30:19 | 只看該作者
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
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發(fā)表于 2025-3-22 20:02:04 | 只看該作者
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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