Cargando…

Neuromorphic Architecture Accelerated Automated Seizure Detection in Multi-Channel Scalp EEG

Epileptic focal seizures can be localized in the brain using tracer injections during or immediately after the incidence of a seizure. A real-time automated seizure detection system with minimal latency can help time the injection properly to find the seizure origin accurately. Reliable real-time se...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ambati, Ravi, Raja, Shanker, Al-Hameed, Majed, John, Titus, Arjoune, Youness, Shekhar, Raj
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914704/ https://www.ncbi.nlm.nih.gov/pubmed/35271005 http://dx.doi.org/10.3390/s22051852

Ejemplares similares

Automated identification of innocent Still's murmur using a convolutional neural network
por: Shekhar, Raj, et al.
Publicado: (2022)

A neuromorphic spiking neural network detects epileptic high frequency oscillations in the scalp EEG
por: Burelo, Karla, et al.
Publicado: (2022)

Classification of Scalp EEG States Prior to Clinical Seizure Onset
Publicado: (2019)

Semisupervised Seizure Prediction in Scalp EEG Using Consistency Regularization
por: Liang, Deng, et al.
Publicado: (2022)

Automated seizure activity tracking and onset zone localization from scalp EEG using deep neural networks
por: Craley, Jeff, et al.
Publicado: (2022)

Detecting Epileptic Seizure from Scalp EEG Using Lyapunov Spectrum
por: Khoa, Truong Quang Dang, et al.
Publicado: (2012)

Epileptic Seizure Prediction Using CSP and LDA for Scalp EEG Signals
por: Alotaiby, Turky N., et al.
Publicado: (2017)

Altered Functional Connectivity after Epileptic Seizure Revealed by Scalp EEG
por: Liang, Yi, et al.
Publicado: (2020)

Efficient graph convolutional networks for seizure prediction using scalp EEG
por: Jia, Manhua, et al.
Publicado: (2022)

Virtual Neurorobotics (VNR) to Accelerate Development of Plausible Neuromorphic Brain Architectures
por: Goodman, Philip H., et al.
Publicado: (2007)

862. Machine Learning to Differentiate Group A Streptococcal (GAS) from Non-GAS Pharyngitis Using a Custom Smartphone App
por: Hamdy, Rana F, et al.
Publicado: (2023)

Automatic Epileptic Seizure Detection Using Scalp EEG and Advanced Artificial Intelligence Techniques
por: Fergus, Paul, et al.
Publicado: (2015)

High-frequency oscillations in scalp EEG mirror seizure frequency in pediatric focal epilepsy
por: Boran, Ece, et al.
Publicado: (2019)

Extracting seizure onset from surface EEG with independent component analysis: Insights from simultaneous scalp and intracerebral EEG
por: Barborica, Andrei, et al.
Publicado: (2021)

Integration of 24 Feature Types to Accurately Detect and Predict Seizures Using Scalp EEG Signals
por: Zhang, Yinda, et al.
Publicado: (2018)

Physiological artifacts in scalp EEG and ear-EEG
por: Kappel, Simon L., et al.
Publicado: (2017)

Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy
por: Gu, Ying, et al.
Publicado: (2017)

Wideband Spectrum Sensing: A Bayesian Compressive Sensing Approach
por: Arjoune, Youness, et al.
Publicado: (2018)

A Comprehensive Survey on Spectrum Sensing in Cognitive Radio Networks: Recent Advances, New Challenges, and Future Research Directions
por: Arjoune, Youness, et al.
Publicado: (2019)

Publisher Correction: High-frequency oscillations in scalp EEG mirror seizure frequency in pediatric focal epilepsy
por: Boran, Ece, et al.
Publicado: (2020)

Seizure Forecasting Using a Novel Sub-Scalp Ultra-Long Term EEG Monitoring System
por: Stirling, Rachel E., et al.
Publicado: (2021)

Deep Learning of Simultaneous Intracranial and Scalp EEG for Prediction, Detection, and Lateralization of Mesial Temporal Lobe Seizures
por: Li, Zan, et al.
Publicado: (2021)

Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions
Publicado: (2022)

Changes of interictal epileptiform discharges during medication withdrawal and seizures: A scalp EEG marker of epileptogenicity
por: De Stefano, Pia, et al.
Publicado: (2022)

Quantitative analysis of visually reviewed normal scalp EEG predicts seizure freedom following anterior temporal lobectomy
por: Varatharajah, Yogatheesan, et al.
Publicado: (2022)

Virtual implantation using conventional scalp EEG delineates seizure onset and predicts surgical outcome in children with epilepsy
por: Ricci, Lorenzo, et al.
Publicado: (2022)

A Spike-Based Neuromorphic Architecture of Stereo Vision
por: Risi, Nicoletta, et al.
Publicado: (2020)

Phenobarbital reduces EEG amplitude and propagation of neonatal seizures but does not alter performance of automated seizure detection
por: Mathieson, Sean R., et al.
Publicado: (2016)

Noninvasive and reliable automated detection of spreading depolarization in severe traumatic brain injury using scalp EEG
por: Chamanzar, Alireza, et al.
Publicado: (2023)

Case comparison of sleep features from ear-EEG and scalp-EEG
por: Zibrandtsen, I., et al.
Publicado: (2016)

Neuromorphic device architectures with global connectivity through electrolyte gating
por: Gkoupidenis, Paschalis, et al.
Publicado: (2017)

A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
por: Müller, Eric, et al.
Publicado: (2022)

Automated identification of multiple seizure-related and interictal epileptiform event types in the EEG of mice
por: Bergstrom, Rachel A., et al.
Publicado: (2013)

Machine Learning Characterization of Ictal and Interictal States in EEG Aimed at Automated Seizure Detection
por: Zazzaro, Gaetano, et al.
Publicado: (2022)

Dynamic neural fields as a step toward cognitive neuromorphic architectures
por: Sandamirskaya, Yulia
Publicado: (2014)

Synapse-Centric Mapping of Cortical Models to the SpiNNaker Neuromorphic Architecture
por: Knight, James C., et al.
Publicado: (2016)

Hierarchical Chunking of Sequential Memory on Neuromorphic Architecture with Reduced Synaptic Plasticity
por: Li, Guoqi, et al.
Publicado: (2016)

Listen to the Brain–Auditory Sound Source Localization in Neuromorphic Computing Architectures
por: Schmid, Daniel, et al.
Publicado: (2023)

A Shallow Autoencoder Framework for Epileptic Seizure Detection in EEG Signals
por: Khan, Gul Hameed, et al.
Publicado: (2023)

Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain
por: Iyer, Laxmi R., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_8c1v840dfs5540u9jim5uru7g5