Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation [0.03%]
基于不确定性估计的级联卷积神经网络自动脑肿瘤分割算法
Guotai Wang,Wenqi Li,Sébastien Ourselin et al.
Guotai Wang et al.
Automatic segmentation of brain tumors from medical images is important for clinical assessment and treatment planning of brain tumors. Recent years have seen an increasing use of convolutional neural networks (CNNs) for this task, but most...
David Rotermund,Klaus R Pawelzik
David Rotermund
Artificial neural networks (ANNs) are important building blocks in technical applications. They rely on noiseless continuous signals in stark contrast to the discrete action potentials stochastically exchanged among the neurons in real brai...
Linking Molecular Pathways and Large-Scale Computational Modeling to Assess Candidate Disease Mechanisms and Pharmacodynamics in Alzheimer's Disease [0.03%]
连接分子途径和大规模计算模型以评估阿尔茨海默病中的候选疾病机制和药理动力学
Leon Stefanovski,Paul Triebkorn,Andreas Spiegler et al.
Leon Stefanovski et al.
Introduction: While the prevalence of neurodegenerative diseases associated with dementia such as Alzheimer's disease (AD) increases, our knowledge on the underlying mechanisms, outcome predictors, or therapeutic targets is limited. In this...
A Closed-Loop Toolchain for Neural Network Simulations of Learning Autonomous Agents [0.03%]
一种用于学习型自主智能体神经网络仿真的闭环工具链
Jakob Jordan,Philipp Weidel,Abigail Morrison
Jakob Jordan
Neural network simulation is an important tool for generating and evaluating hypotheses on the structure, dynamics, and function of neural circuits. For scientific questions addressing organisms operating autonomously in their environments,...
Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging [0.03%]
基于术前多模态磁共振成像的弥漫性胶质瘤患者的1p/19q共缺失预测模型研究
Donnie Kim,Nicholas Wang,Viswesh Ravikumar et al.
Donnie Kim et al.
This study compared the predictive power and robustness of texture, topological, and convolutional neural network (CNN) based image features for measuring tumors in MRI. These features were used to predict 1p/19q codeletion in the MICCAI BR...
Analysis of Biased Competition and Cooperation for Attention in the Cerebral Cortex [0.03%]
皮层注意资源的偏侧化竞争与合作机制分析
Tatyana Turova,Edmund T Rolls
Tatyana Turova
A new approach to understanding the interaction between cortical areas is provided by a mathematical analysis of biased competition, which describes many interactions between cortical areas, including those involved in top-down attention. T...
Daniel Naoumenko,Pulin Gong
Daniel Naoumenko
Propagating waves with complex dynamics have been widely observed in neural population activity. To understand their formation mechanisms, we investigate a type of two-dimensional neural field model by systematically varying its recurrent e...
The Energy Homeostasis Principle: Neuronal Energy Regulation Drives Local Network Dynamics Generating Behavior [0.03%]
能量稳态原则：神经元能量调节驱动局部网络动态产生行为
Rodrigo C Vergara,Sebastián Jaramillo-Riveri,Alejandro Luarte et al.
Rodrigo C Vergara et al.
A major goal of neuroscience is understanding how neurons arrange themselves into neural networks that result in behavior. Most theoretical and experimental efforts have focused on a top-down approach which seeks to identify neuronal correl...
The Energy Homeostasis Principle: Neuronal Energy Regulation Drives Local Network Dynamics Generating Behavior [0.03%]
能量稳态原则：神经元能量调节驱动局部网络动态以产生行为
Rodrigo C Vergara,Sebastián Jaramillo-Riveri,Alejandro Luarte et al.
Rodrigo C Vergara et al.
A major goal of neuroscience is understanding how neurons arrange themselves into neural networks that result in behavior. Most theoretical and experimental efforts have focused on a top-down approach which seeks to identify neuronal correl...
Corrigendum: Complex Electroresponsive Dynamics in Olivocerebellar Neurons Represented With Extended-Generalized Leaky Integrate and Fire Models [0.03%]
简明综合泄漏积分放电模型中橄榄小脑神经元复杂的电信号响应动力学的更正说明
Alice Geminiani,Claudia Casellato,Egidio D&#x;Angelo et al.
Alice Geminiani et al.
[This corrects the article DOI: 10.3389/fncom.2019.00035.]. Keywords: neuron model simplification; neuronal ...
Published Erratum
Frontiers in computational neuroscience. 2019 Jul 19:13:48. DOI:10.3389/fncom.2019.00048 2019