Abstract
As well-known, the science of acupuncture and moxibustion is an important component of Traditional Chinese Medicine with a long history. Although there are a number of different acupuncture manipulations, the method for distinguishing them is rarely investigated. With the idea of the interspike interval (ISI), we study the electrical signal time series at the spinal dorsal horn produced by three different acupuncture manipulations in Zusanli point and present an effective way to distinguish them. Comparing with the traditional analysis methods, like phase space reconstruction and largest Lyapunov exponents, this new method is more efficiently and effective.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Jianxue, X., Yunfan, G., Wei, R., Sanjue, H., Fuzhou, W.: Propagation of periodic and chaotic action potential trains along nerve fibers. Physica D: Nonlinear Phenomena 100(1-2), 212–224 (1997)
Eugene, M.: Izhikevich, Resonate-and-fire neurons. Neural Networks 14(6-7), 883–894 (2001)
Masuda, N., Aihara, K.: Filtered interspike interval encoding by class. Neurons Physics Letters A 311, 485–490 (2003)
Gedeon, T., Holzer, M., Pernarowski, M.: Attractor reconstruction from interspike intervals is incomplete. Physica D: Nonlinear Phenomena 178(3-4), 149–172 (2003)
Racicot, D.M., Longtin, A.: Interspike interval attractors from chaotically driven neuron models. Physica D: Nonlinear Phenomena 104(2), 184–204 (1997)
Jin, W.-y., Xu, J.-x., Wu, Y., Hong, L., Wei, Y.-b.: Crisis of interspike intervals in Hodgkin-Huxley model. Chaos, Solitons & Fractals 27(4), 952–958 (2006)
Tuckwell Henry, C.: Spike trains in a stochastic Hodgkin-Huxley system. Biosystems 80(1), 25–36 (2005)
Horikawa, Y.: A spike train with a step change in the interspike intervals in the FitzHugh-Nagumo model. Physica D: Nonlinear Phenomena 82(4), 365–370 (1995)
Rasouli, G., Rasouli, M., Lenz, F.A., Verhagen, L., Borrett, D.S., Kwan, H.C.: Fractal characteristics of human parkinsonian neuronal spike trains. Neuroscience 139(3), 1153–1158 (2006)
Canavier, C.C., Perla, S.R., Shepard, P.D.: Scaling of prediction error does not confirm chaotic dynamics underlying irregular firing using interspike intervals from midbrain dopamine neurons. Neuroscience 129(2), 491–502 (2004)
Gu, H., Ren, W., Lu, Q., Wu, S., Yang, M., Chen, W.: Integer multiple spiking in neuronal pacemakers without external periodic stimulation. Physics Letters A 285(1-2), 63–68 (2001)
Yang, Z., Lu, Q., Gu, H., Ren, W.: Integer multiple spiking in the stochastic Chay model and its dynamical generation mechanism. Physics Letters A 299(5-6), 499–506 (2002)
Takens, F.: Detecting strange attractors in turbulence. Lecture Notes in Mathematicsb, vol. 898, pp. 336–381 (1981)
Sauer, T., Yorke, J.A., Casdagli, M.: Embedology. Journal of Statistical Physics 65, 579–616 (1991)
Xuemin, S.: Acupuncture. China Press of Traditional Chinese Medicine, Beijing (2004)
Ke, Q., Wang, Y., Zhao, Y.: Acupuncture abirritation and its mechanism. Sichuan Journal of Anatomy 10(4), 224–230 (2003)
Yin, L., Jun, H., Qizhong, M.: Advance in Research on Abstinence from Narcotin Drugs by Acupuncture. Shanghai J. Acu-mox. 18(3), 43–45 (1999)
Zhang, J., Jin, Z., Lu, B., Chen, S., Cai, H., Jing, X.: Responses of Spinal Dorsal-horn Neurons to Gastric Distention and Electroacupuncture of ”Zusanli” Point. Acupuncture Research 26(4), 268–273 (2001)
Wan, Y.-H., Jian, Z., Wen, Z.-H., Wang, Y.-Y., Han, S., Duan, Y.-B., Xing, J.-L., Zhu, J.-L., Hu, S.-J.: Synaptic transmission of chaotic spike trains between primary afferent fiber and spinal dorsal horn neuron in the rat. Neuroscience 125(4), 1051–1060 (2004)
Cheng, S.: Chinese Acupuncture 1998. People’s Medical Publishing House
Takens, F.: Detecting Strange Attractors in Turbulence. Lecture Notes in Mathematics, vol. 898, pp. 366–381 (1981)
Packard, N.H., Crutchfield, J.P., Farmer, J.D., Shaw, R.S.: Geometry from a Time Series. Phys. Rev. Lett. 45, 712–716 (1980)
Fraser, A.M., Swinney, H.L.: Independent coordinates for strange attractors from mutual information. Phys. Rev. A 33, 1134–1140 (1986)
Liangyue, C.: Practical method for determining the minimum embedding dimension of a scalar time series. Physica 110D, 43–50 (1997)
Wolf, A., Swift, J.B., Swinney, H.L., Vastano, J.A.: Determining Lyapunov exponents from a time series. Physica 16D, 285–317 (1985)
Yong, X., Jian-Xue, X.: Phase-space reconstruction of ECoG time sequences and extraction of nonlinear characteristic quantities. Acta Phys Sinica 51(2), 205–214 (2002)
Wang, Z.S., Zhenya, H., Chen, J.D.Z.: Chaotic behavior of gastric migrating myoelectrical complex. IEEE Trans. on Biome. Eng. 51(8), 1401–1406 (2004)
Matjaz, P.: Nonlinear time series analysis of the human electrocardiogram. Eur. J. Phys. 26, 757–768 (2005)
Small, M., Yu, D.J., Simonotto, J., Harrison, R.G., et al.: Uncovering non-linear structure in human ECG recordings. Chaos, Solitons & Fractals 13(8), 1755–1762 (2002)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wang, J., Si, W., Zhong, L., Dong, F. (2007). Distinguish Different Acupuncture Manipulations by Using Idea of ISI. In: Li, K., Li, X., Irwin, G.W., He, G. (eds) Life System Modeling and Simulation. LSMS 2007. Lecture Notes in Computer Science(), vol 4689. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74771-0_30
Download citation
DOI: https://doi.org/10.1007/978-3-540-74771-0_30
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74770-3
Online ISBN: 978-3-540-74771-0
eBook Packages: Computer ScienceComputer Science (R0)