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

Novel Brain Imaging Methods for the Aid of Neurological and Neuropsychiatric Disorders

Takao Yamasaki, Zhiyong Zhao

Frontiers Media SA

This Research Topic aims to highlight the latest experimental techniques and methods used to aid in...

Science Neuroscience Brain Imaging Methods

Keywords: Brain Imaging Methods,­Neuroimaging,­Cutting edge,­novel,­Disease,­Classification

Neuroscience-driven Visual Representation

Teng Li, Fudong Nian, Caifeng Shan, Jianfei Liu, Qieshi Zhang

Frontiers Media SA

Visual representation learning enables computers or systems to simulate the function of retinas,...

Science Neuroscience Visual Neuroscience

Keywords: Computer Vision,­Visual Understanding,­Visual representation learning,­Medical Image Analysis,­multi-modal learning

Panoramic View of Cognitive Impairment: Interdisciplinary Cognitive Research

Chong Tian, Song Ge, Lu Ma, Yang Xiao, Fangyi Xu

Frontiers Media SA

Cognition, information processing activities for individuals to understand the objective world,...

Science Neuroscience Translational Neuroscience

Keywords: Cognition,­cognitive impairment,­interdisciplinary research,­methodology,­diagnose

Development of Circadian Clock Functions, volume II

Daisuke Ono, Takahiro J. Nakamura, Jeff Jones, Jihwan Myung, Rae Silver

Frontiers Media SA

This Research Topic is part of the “Development of Circadian Clock Functions”...