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Low Power EEG Data Encoding for Brain Neurostimulation Implants

delete2022-04-12
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OA
AI
A
Aikaterini Fragkou
A
Athanasios Kakarountas
V
Vasileios Kokkinos *
DOI:10.3390/info13040194delete
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摘要

摘要

En 中文
Neurostimulation devices applied for the treatment of epilepsy that collect, encode, temporarily store, and transfer electroencephalographic (EEG) signals recorded intracranially from epileptic patients, suffer from short battery life spans. The principal goal of this study is to implement strategies for low power consumption rates during the device's smooth and uninterrupted operation as well as during data transmission. Our approach is organised in three basic levels. The first level regards the initial modelling and creation of the template for the following two stages. The second level regards the development of code for programming integrated circuits and simulation. The third and final stage regards the transmitter's implementation at the evaluation level. In particular, more than one software and device are involved in this phase, in order to achieve realistic performance. Our research aims to evolve such technologies so that they can transmit wireless data with simultaneous energy efficiency.
Keyword:
epilepsy
deep brain stimulation
responsive neurostimulation
wireless transmission
Bluetooth Low Energy
Delta encoding
low power

期刊

I
Information
IF:
2.9
论文数:
861
被引数:
9.8K

机构

M
Massachusetts General Hospital
学者数:
3.4W
论文数: 2.6W
被引数: 8.6W
H
Harvard University
学者数:
26.5W
论文数: 22.0W
被引数: 28.7W
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