Results 121 to 130 of about 120,084 (296)
Accurate Crack Detection Based on Distributed Deep Learning for IoT Environment. [PDF]
Sensors (Basel), 2023 Kim Y, Yi S, Ahn H, Hong CH.
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objectives Focal cortical dysplasia (FCD) is the most common etiology of drug‐resistant epilepsy in children. Focal to bilateral tonic–clonic seizures (FBTCS) mark a high risk of drug‐resistant epilepsy and involve thalamocortical circuitry in their generation and propagation.
Hua Xie +8 more
wiley +1 more source
Quantifying and Optimizing Performance of Distributed Deep Learning with Cloud Storage Buckets
, 2021 Cloud environments provide a powerful, low-cost environment for running distributed deep learning workloads. As problems scale up, the methods of storing and loading training data become a significant concern. While cloud storage buckets seem like a cost-
Krichevsky, Nicholas J. +1 more
core
Extra-Deep: Automated Empirical Performance Modeling for Distributed Deep Learning
, 2023 With the rapidly increasing size and complexity of DNNs, equally sophisticated methods are needed to train them efficiently, including distributed training and various model/hybrid parallelism approaches.
Wolf, Felix, Ritter, Marcus
core +1 more source
Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data. [PDF]
Radiographics, 2023 Gupta S +5 more
europepmc +1 more source
Distributed Deep Learning with Event-Triggered Communication
CoRR, 2019 We develop a Distributed Event-Triggered Stochastic GRAdient Descent (DETSGRAD) algorithm for solving non-convex optimization problems typically encountered in distributed deep learning. We propose a novel communication triggering mechanism that would allow the networked agents to update their model parameters aperiodically and provide sufficient ...
Jemin George, Prudhvi Gurram
openaire +2 more sources
A 57‐Year‐Old Male With Behavioral Variant Frontotemporal Dementia and MATR3 and NOS3 Mutations
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT This report presents a case of behavioral variant frontotemporal dementia caused by mutations in the MATR3 and NOS3 genes, aiming to analyze its clinical manifestations and genetic characteristics. For a case presenting with personality changes and gait abnormalities as the initial symptoms, this study conducted a comprehensive analysis of its
Feifei Lin, Saie Huang
wiley +1 more source
Fault tolerance in distributed systems using deep learning approaches.
PLoS ONERecently, distributed systems have become the backbone of technological development. It serves as the foundation for new trends technologies such as blockchain, the internet of things and others.
Basem Assiri, Abdullah Sheneamer
doaj +2 more sources
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To determine whether myelin‐sensitive quantitative MRI reveals microstructural abnormalities in normal‐appearing cortex (NACtx) in myelin oligodendrocyte glycoprotein antibody–associated disease (MOGAD), indicating that conventional MRI underestimates remission residual cortical injury.
Valentina Camera +20 more
wiley +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Treatment of disorders of consciousness (DoC) remains a major clinical challenge, and noninvasive, targeted modulation of deep brain structures has emerged as a promising therapeutic strategy. We aimed to evaluate the feasibility/safety and preliminary effects of thalamic temporal interference stimulation (TIS) targeting centromedian‐
Gengyao Hu +7 more
wiley +1 more source