Complex Networks in Interdisciplinary Research: From Theory to Applications

Xiyun Zhang, Ye Wu, Thomas Peron, Cong Li

Frontiers Media SA

Health

Keywords: complex networks,­collective dynamics,­multi-disciplinary,­Nonlinear Dynamics,­data analyses

Auditory Perception and Phantom Perception in Brains, Minds and Machines

Achim Schilling, Patrick Krauss, Andreas K. Maier, Roland Schaette, William Sedley, Richard Carl Gerum

Frontiers Media SA

Science Psychology Auditory Cognitive Neuroscience

Keywords: auditory,­Perception,­Machine Learning (ML),­Artificial intelligence (AI)

Computational Intelligence for Signal and Image Processing

Baiyuan Ding, Deepika Koundal

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: Computational Intelligence,­deep learning,­Signal processing,­image processing,­big data

Brain connectivity, dynamics, and complexity

Stephen José Hanson, Ruben Sanchez-Romero, Pedro Antonio Valdes-Sosa, Bharat B. Biswal

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: brain connectivity,­dynamics,­Graph models,­functional connectivity,­effective connectivity

Brain-inspired Cognition and Understanding for Next-generation AI: Computational Models, Architectures and Learning Algorithms

Chenwei Deng, Guang-Bin Huang, Yuqi Han

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: Perception science,­Brain-Inspired Cognition,­artificial intelligence,­Multimodal perception,­machine learning

Insights in computational neuroscience

Si Wu, Misha Tsodyks

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: computational neuroscience

Towards Neuroscience-Inspired Intelligent Computing: Theory, Methods, and Applications

Di Wu, Song Deng, Yujie Li

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: Neuroscience,­Intelligent computing,­brain-like computing,­cognitive computing,­Fuzzy computing

Identification of emotions through EEG: Elicitation protocols, mapping methods, signal processing and classification strategies, applications

Giuseppe Placidi, Daniela Iacoviello

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: EEG,­emotion identification,­Protocols,­Classification,­applications

Criticality in neural network behavior and its implications for computational processing in healthy and perturbed conditions

Axel Sandvig, Matteo Caleo, Ioanna Sandvig

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: Neuronal avalanche,­Self-organised criticality,­neuroplasticity,­connectomics,­graph theory,­recurrent neural networks,­deep learning,­brain-machine interfaces,­Neurotechnologies