A neuromorphic spiking neural network detects epileptic high frequency oscillations in the scalp EEG

K Burelo, G Ramantani, G Indiveri, J Sarnthein - Scientific Reports, 2022 - nature.com
Abstract Interictal High Frequency Oscillations (HFO) are measurable in scalp EEG. This
development has aroused interest in investigating their potential as biomarkers of …

Automated detection of ripple oscillations in long-term scalp EEG from patients with infantile spasms

CM McCrimmon, A Riba, C Garner… - Journal of Neural …, 2021 - iopscience.iop.org
Objective. Scalp high-frequency oscillations (HFOs) are a promising biomarker of
epileptogenicity in infantile spasms (IS) and many other epilepsy syndromes, but prior …

A long short-term memory neural network for the detection of epileptiform spikes and high frequency oscillations

AV Medvedev, GI Agoureeva, AM Murro - Scientific reports, 2019 - nature.com
Over the last two decades, the evidence has been growing that in addition to epileptic spikes
high frequency oscillations (HFOs) are important biomarkers of epileptogenic tissue. New …

An electronic neuromorphic system for real-time detection of high frequency oscillations (HFO) in intracranial EEG

M Sharifshazileh, K Burelo, J Sarnthein… - Nature …, 2021 - nature.com
The analysis of biomedical signals for clinical studies and therapeutic applications can
benefit from embedded devices that can process these signals locally and in real-time. An …

Automated detection of high-frequency oscillations in epilepsy based on a convolutional neural network

R Zuo, J Wei, X Li, C Li, C Zhao, Z Ren… - Frontiers in …, 2019 - frontiersin.org
Epilepsy is one of the most common chronic neurological diseases. High-frequency
oscillations (HFOs) have emerged as promising biomarkers for the epileptogenic zone …

Automated detection of high frequency oscillations in intracranial EEG using the combination of short-time energy and convolutional neural networks

D Lai, X Zhang, K Ma, Z Chen, W Chen, H Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
High-frequency oscillations (HFOs) of 80~ 500 Hz in the intracranial electroencephalogram
(iEEG) recordings are considered as a reliable marker for epileptic location. However, a …

High-frequency oscillations in scalp EEG mirror seizure frequency in pediatric focal epilepsy

E Boran, J Sarnthein, N Krayenbühl, G Ramantani… - Scientific reports, 2019 - nature.com
High-frequency oscillations (HFO) are promising EEG biomarkers of epileptogenicity. While
the evidence supporting their significance derives mainly from invasive recordings, recent …

Automatic detection of high-frequency-oscillations and their sub-groups co-occurring with interictal-epileptic-spikes

D Lachner-Piza, J Jacobs, JC Bruder… - Journal of neural …, 2020 - iopscience.iop.org
Objective. High-frequency-oscillations (HFO) and interictal-epileptic-spikes (IES) are spatial
biomarkers of the epileptogenic-zone. Those HFO spatially and temporally co-occurring with …

High-frequency oscillations detected in epileptic networks using swarmed neural-network features

H Firpi, O Smart, G Worrell, E Marsh, D Dlugos… - Annals of biomedical …, 2007 - Springer
Localizing epileptic networks is a central challenge in guiding epilepsy surgery, deploying
antiepileptic devices, and elucidating mechanisms underlying seizure generation. Recent …

Temporal changes of neocortical high-frequency oscillations in epilepsy

A Pearce, D Wulsin, JA Blanco… - Journal of …, 2013 - journals.physiology.org
High-frequency (100–500 Hz) oscillations (HFOs) recorded from intracranial electrodes are
a potential biomarker for epileptogenic brain. HFOs are commonly categorized as ripples …