Neural Circuit Formation and Sensory Inputs

Hitoshi Sakano, Kensaku Mori, Charles A. Greer

Frontiers Media SA

Sensory systems play important roles in inducing a variety of responses that are critical to the...

Science Neuroscience Neural Circuits

Keywords: sensory systems,­Inputs,­formation,­plasticity,­perinatal experience,­connectivity,­neural circuits

New Challenges and Future Perspectives in Brain Imaging Methods

Nico Sollmann, Dahua Yu, Kai-Hsiang Chuang

Frontiers Media SA

Brain imaging has seen considerable advances over the recent years. Both developments and...

Science Neuroscience Brain Imaging Methods

Keywords: methods,­Brain,­imaging,­Brain Imaging Methods,­techniques,­experimental,­Neuroscience,­Protocols,­Advanced,­Synthetic images,­machine learning,­Radiomics,­functional imaging,­Neurosurgery,­Neurology

Deep Learning Methods and Applications in Brain Imaging for the Diagnosis of Neurological and Psychiatric Disorders

Hao Zhang, Da Ma, Lei Wang

Frontiers Media SA

Brain imaging has been successfully used to generate image-based biomarkers for various...

Science Neuroscience Brain Imaging Methods

Keywords: brain imaging,­Neuroimaging,­deep learning,­Disease diagnosis,­Image-based biomarkers

Insights in Brain Imaging Methods: 2023

Xi-Nian Zuo, Federico Giove, Vince D. Calhoun

Frontiers Media SA

Following on from the success of Insights in Brain Imaging Methods: 2021, we would like to further...

Science Neuroscience Brain Imaging Methods

Keywords: Neuroimaging,­Novel methods,­insights,­brain imaging,­Analysis; Data,­Code; Protocols

Horizons in Systems Neuroscience 2022

Olivia Gosseries, Wen-Jun Gao, Preston E. Garraghty, Maria V. Sanchez-Vives, Mathew E. Diamond

Frontiers Media SA

We are delighted to present the “Horizons in Systems Neuroscience” article collection. This...

Science Neuroscience Systems Neuroscience

Keywords: Systems neuroscience,­Brain,­Theory,­hypothesis,­innovation

Methods and Applications in Neurodegeneration

Tingyuan Lang, Lei Zhou, Jingming Hou, Nicolas Casadei, Eduard Rodriguez-Farre

Frontiers Media SA

This Research Topic is part of the Methods and Applications in Frontiers in Neuroscience...

Science Neuroscience Neurodegeneration

Keywords: neurodegeneration,­Neurodegenerative Diseases,­Method,­application,­Model

Neuromodulation Using Spatiotemporally Complex Patterns

Hemant Bokil, Peter A. Tass

Frontiers Media SA

Recent studies have highlighted that stimulation of the nervous system with spatiotemporal patterns...

Science Neuroscience Neuroinformatics

Keywords: Neuromodulation,­Deep Brain Stimulation,­patterned stimulation,­Coordinated reset stimulation (CRS),­plasticity,­Multi-channel stimulation

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

Spike-based learning application for neuromorphic engineering

Anup Das, Teresa Serrano-Gotarredona

Frontiers Media SA

Background
Spiking Neural Networks (SNN) closely imitate biological networks. Information...

Science Neuroscience Neuromorphic Engineering

Keywords: Neurobiology-inspired algorithms,­Spike-based cognitive algorithm,­Spike-based training methods,­Associative Memory,­Multi-timescale learning