TY - GEN
T1 - Sub-threshold periodic stimulation can improve detection of weak neuronal signals
AU - Kawaguchi, Minato
AU - Mino, Hiroyuki
AU - Momose, Keiko
AU - Durand, Dominique M.
PY - 2011/7/20
Y1 - 2011/7/20
N2 - Deep brain stimulation (DBS) is a technology designed to treat some neural disorders and abnormal neuronal activity such as Parkinson's disease. However, it has not been clear how periodic electrical stimuli can reduce the symptoms. The objective of this study is to test the hypothesis that the periodic signals can enhance endogenous signals in the network through stochastic resonance in a physiologically realistic neuron model of the central nervous system. In the computer simulations, two kinds of periodic waveforms were applied as extracellular sub-threshold electric stimuli, while the peak-to-baseline ratio (PBR) calculated from the power spectra of transmembrane potentials at the soma was used to quantify the detection of weak signals. It was shown that the PBR was increased, maximized, and then decreased as the frequency the periodic pulsatile stimuli increased, implying a resonance phenomenon depending on the frequency. It was concluded that the periodic electric stimuli utilized for DBS could play a key role in improving detection of weak signals when the amplitude and frequency of electric stimuli are appropriately set. Moreover, these results suggests a novel phenomenon for frequency dependent stochastic resonance capable of enhancing signals at specific frequencies.
AB - Deep brain stimulation (DBS) is a technology designed to treat some neural disorders and abnormal neuronal activity such as Parkinson's disease. However, it has not been clear how periodic electrical stimuli can reduce the symptoms. The objective of this study is to test the hypothesis that the periodic signals can enhance endogenous signals in the network through stochastic resonance in a physiologically realistic neuron model of the central nervous system. In the computer simulations, two kinds of periodic waveforms were applied as extracellular sub-threshold electric stimuli, while the peak-to-baseline ratio (PBR) calculated from the power spectra of transmembrane potentials at the soma was used to quantify the detection of weak signals. It was shown that the PBR was increased, maximized, and then decreased as the frequency the periodic pulsatile stimuli increased, implying a resonance phenomenon depending on the frequency. It was concluded that the periodic electric stimuli utilized for DBS could play a key role in improving detection of weak signals when the amplitude and frequency of electric stimuli are appropriately set. Moreover, these results suggests a novel phenomenon for frequency dependent stochastic resonance capable of enhancing signals at specific frequencies.
UR - http://www.scopus.com/inward/record.url?scp=79960342665&partnerID=8YFLogxK
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U2 - 10.1109/NER.2011.5910531
DO - 10.1109/NER.2011.5910531
M3 - Conference contribution
AN - SCOPUS:79960342665
SN - 9781424441402
T3 - 2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011
SP - 237
EP - 240
BT - 2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011
T2 - 2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011
Y2 - 27 April 2011 through 1 May 2011
ER -