Computational Modeling and Machine Learning Methods in Neurodevelopment and Neurodegeneration: from Basic Research to Clinical Applications

Pablo Martinez-Cañada, Noemi Montobbio, Roberto Maffulli, Anees Abrol

Frontiers Media SA

Computational models and machine-learning methods are increasingly valuable tools to shed light on...

Science Neuroscience Computational Neuroscience

Keywords: computational neuroscience,­NeuroImage,­machine learning,­Neural coding,­Information Theory,­Clinical Neuroscience,­neurodevelopment,­neurodegeneration

Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning, volume II

Huajin Tang, Lei Deng, Kaushik Roy

Frontiers Media SA

Towards the long-standing dream of artificial intelligence, two solution paths have been paved: (i)...

Science Neuroscience Computational Neuroscience

Keywords: neuromorphic computing,­machine learning,­Supervised/unsupervised learning,­Neural coding,­Model evaluation

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