Neurology | Psychiatry Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks. June 1, 2020
Computational Linguistics | Neuroimaging | Neurology Localizing syntactic predictions using recurrent neural network grammars. May 19, 2020
Neurology | Psychiatry | Radiology Functional Network Connectivity (FNC)-based Generative Adversarial Network (GAN) and Its Applications in Classification of Mental Disorders. May 7, 2020
Neurology | Psychiatry | Radiology Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks. April 20, 2020
Cognitive Neuroscience | Neurology Metastable neural dynamics underlies cognitive performance across multiple behavioural paradigms. April 17, 2020
Computer Vision | Neurology | Neuroscience Perception-to-Image: Reconstructing Natural Images from the Brain Activity of Visual Perception. April 14, 2020
Neurology | Psychiatry Invertible Network for Classification and Biomarker Selection for ASD. April 10, 2020
Neurology | Physical Therapy Gait characteristics and clinical relevance of hereditary spinocerebellar ataxia on deep learning. March 7, 2020
Neurology | Radiology A Multichannel 2D Convolutional Neural Network Model for Task-Evoked fMRI Data Classification. February 21, 2020
Neuroengineering | Neuroscience Reconstruction of natural visual scenes from neural spikes with deep neural networks. February 19, 2020
Neuroimaging | Neurology | Psychiatry Optimising network modelling methods for fMRI. February 16, 2020
Neuroimaging | Neurology | Neuroscience Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning. February 14, 2020