ELECTROENCEPHALOGRAPH SIGNAL CLASSIFICATION FOR DIFFERENT WAVE DIAGNOSIS

IT Skills Show & International Conference on Advancements in Computing Resources, (SSICACR-2017) 15 and 16 February 2017, Alagappa University, Karaikudi, Tamil Nadu, India. International Journal of Computer Science (IJCS) Published by SK Research Group of Companies (SKRGC)

Abstract

In Patients brainwaves are produced by synchronized electrical pulses from masses of neuron communicating of neurons communicating with each other. These waves are detected using sensors electrodes and attached to the scalp. Then, Electrode Wires are attach to a machine, into the electrical impulses and to describe these functions, they are the best thought of a continuous spectrum of consciousness from slow, loud and functional –to fast, subtle, and complex. Emotions and behaviors is the communication between neurons within our brains. When lower frequencies of brainwaves are dominant we can feel tired, slow, sluggish, or dreamy. And then, higher frequencies are dominant we feel wired, or hyper-alert. The challenge of resourcing these types of medical and image processing is to describe the adoption of the open source electroencephalography. The brain activities or actions can be detected by using the Electroencephalogram (EEG) Signal waves transducer.

References

[1]. Crone, N. E., Hao, L., Hart, J., Boatman, D., Lesser, R. P., Irizarry, R., & Gordon, B. (2001).Electrocorticographic gamma activity during word production in spoken and sign language. Neurology,57(11),2045-2053.

[2]. Burle, B., & Bonnet, M. (2000). High-speed memory scanning: a behavioral argument for a serial oscillatory model. Cognitive Brain Research, 9(3), 327-337.

[3]. Miltner, W. H., Braun, C., Arnold, M., Witte, H., &Taub, E. (1999). Coherence of gamma-band EEG activity as a basis for associative learning. Nature, 397(6718), 434-436.

[4]. John, E. R., Prichep, L. S., Kox, W., Valdes-Sosa, P., Bosch-Bayard, J., Aubert, E., &Gugino, L. D. (2001). Invariant reversible EEG effects of anesthetics. Consciousness and cognition,10(2),165-183.

[5]. Brenner, R. P., Ulrich, R. F., Spiker, D. G., Sclabassi, R. J., Reynolds III, C. F., Marin, R. S., &Boller, F. (1986). Computerized EEG spectral analysis in elderly normal, demented and depressed subjects. Electroencephalography and clinical neurophysiology, 64(6), 483-492.

[6]. Egner, T., &GruzelieWhen astronomers refer to these specific colors of light, they refer to this as the “optical” or “visible” portion of the electromagnetic spectrum. As I mentioned briefly before, radio waves are also light waves. Infrared radiation is a kind of light wave (usually abbreviated as IR). The same is true of ultraviolet waves (UV), x-rays, and gamma-rays.r, J. H. (2004). EEG biofeedback of low beta band components: frequency-specific effects on variables of attention and event-related brain potentials. Clinical Neurophysiology,115(1),131-139.

[7]. Patrick GJ. Improved neuronal regulation in ADHD: An application of 15 sessions of photic-driven EEG neurotherapy.JNeurother. 1996;1(4):27-36.

[8]. Cahn BR, Polich J. Meditation states and traits: EEG, ERP, and neuroimaging studies. Psychol Bull. 2006 Mar; 132(2):180-211.

[9]. Wickramasekera I, I. E. (1977). On attempts to modify hypnotic susceptibility: Some psychophysiological procedures and promising directions. Annals of the New York Academy of Sciences,296,143-153.

[10]. Sabourin, M. E., Cutcomb, S. D., Crawford, H. J., &Pribram, K. (1990). EEG correlates of hypnotic susceptibility and hypnotic trance: spectral analysis and coherence. International Journal of Psychophysiology 10(2),125-142.

[11].Casson, A.J., Yates, D.C., Smith, S., Duncan, J.S., Rodriguez-Villegas, E. (2010).Wearable electroencephalography. IEEE Engineering in Medicine and Biology Magazine, 44 – 56, May 2010.

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