Physical neuromorphic computing and its industrial applications

Toshiyuki Yamane, Akira Hirose, Bert Offrein

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: analog neuromorphic devices,­photonic neuromorphic computing,­physical reservoir computing,­Edge computing,­Cloud computing

Artificial intelligence-based computer-aided diagnosis applications for brain disorders from medical imaging data, volume II

Ahmed Shalaby, Fahmi Khalifa, Ahmed Soliman, Ahmed Refaey Hussein, Mohamed Abdelazim, Safa Elaskary

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: machine learning,­AI,­MRI,­deep learning,­autism,­Alzheimer's,­Brain,­parkinson's

From the ear to the brain – new data analytics techniques for a better understanding of human hearing

Alessia Paglialonga, Jan Wouters, Norbert Dillier

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: computational neuroscience,­Artificial intelligence (AI),­Machine Learning (ML),­deep learning (DL),­Hearing,­Audiology Signal and Image processing,­Hearing Aids,­Cochlear Implants,­auditory pathway

Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute

Felix Schürmann, Omar Awile, James Courtney Knight, Thomas Nowotny, James B. Aimone, Markus Diesmann

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: brain-scale simulation,­performance,­benchmarks,­Neuromorphic,­Performance models

Machine learning methods for human brain imaging

Fatos Tunay Yarman Vural, Sharlene D. Newman, Tolga Cukur, Itir Onal Ertugrul

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: computational neuroscience,­machine learning,­Scientific Visualization,­big data analytics,­Neuroimaging

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

Frontiers in neuroinformatics editor’s pick 2021

Jan G. Bjaalie, Sean L. Hill

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: neuroinformatics,­EEG electrodes,­EEG recordings,­brain segmentation,­Fusion of Neuroimaging Preprocessing

Data science and digital service delivery in healthcare

Koichi Fujiwara, Tetsuharu Nagamoto, Priit Kruus

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: Clinical decision support,­Regulatory Science,­medical AL/ML,­health data privacy,­data and algorithmic interoperability,­Data generation,­medical sensing

Deep Learning for Neurological Disorders in Children

Saman Sargolzaei, Ali Fatemi, Fahimeh Mamashli, Anna Farzindar, Yalda Mohsenzadeh, Arman Sargolzaei

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: deep learning,­Neurological Disorder,­Children,­ADHD,­ASD,­Cerebral Palsy,­Epilepsy,­Traumatic Brain Injury