Citation: | Wenpeng ZHAI, Xiaonei ZHANG, Huirang HOU, Qinghao MENG. Olfactory electroencephalogram signal recognition based on wavelet energy moment[J]. JOURNAL OF MECHANICAL ENGINEERING, 2020, 37(3): 399-404. doi: 10.7507/1001-5515.201910036 |
[1] |
廖凯. 嗅觉刺激对学习和记忆的影响及其机制的研究. 武汉: 华中科技大学, 2011.
|
[2] |
Ehrlichman H, Bastone L. Olfaction and emotion//Serby M J, Chobor K L. Science of olfaction. New York: Springer, 1992: 410-438.
|
[3] |
Skorić M K, Adamec I, Jerbić A B, et al. Electroencephalographic response to different odors in healthy individuals: a promising tool for objective assessment of olfactory disorders. Clinical EEG and Neuroscience, 2014, 46(4): 370-376.
|
[4] |
Chen M C, Fang S H, Fang L. The effects of aromatherapy in relieving symptoms related to job stress among nurses. International Journal of Nursing Practice, 2015, 21(1): 87-93. doi: 10.1111/ijn.12229
|
[5] |
Nie D, Wang X W, Shi L C, et al. EEG-based emotion recognition during watching movies//International IEEE/EMBS Conference on Neural Engineering, Cancun: IEEE, 2011: 667-670.
|
[6] |
Jatupaiboon N, Pan-Ngum S, Israsena P. Real-time EEG-based happiness detection system, The Scientific World Journal, 2013: 618-649.
|
[7] |
Siuly S, Li Y. Discriminating the brain activities for brain–computer interface applications through the optimal allocation-based approach. Neural Computing and Applications, 2015, 26(4): 799-811. doi: 10.1007/s00521-014-1753-3
|
[8] |
Billot P E, Andrieu P, Biondi A, et al. Cerebral bases of emotion regulation toward odours: a first approach. Behavioural Brain Research, 2017, 317: 37-45. doi: 10.1016/j.bbr.2016.09.027
|
[9] |
Millot J L, Laurent L, Casini L. The influence of odors on time perception. Frontiers in Psychology, 2016, 7: 181.
|
[10] |
Whitcroft K L, Aziz M, Croy I, et al. Short inter-stimulus intervals can be used for olfactory electroencephalography in patients of varying olfactory function. Neuroscience, 2017, 363: 26-33. doi: 10.1016/j.neuroscience.2017.08.046
|
[11] |
Joussain P, Thevenet M, Rouby C, et al. Effect of aging on hedonic appreciation of pleasant and unpleasant odors. PLoS One, 2013, 8(4): e61376. doi: 10.1371/journal.pone.0061376
|
[12] |
Frasnelli J, Christiane W, Thomas H. The influence of stimulus duration on odor perception. International Journal of Psychophysiology, 2006, 62(1): 24-29. doi: 10.1016/j.ijpsycho.2005.11.006
|
[13] |
Cherninskii A A, Zima I G, Makarchouk N Y, et al. Modifications of EEG related to directed perception and analysis of olfactory information in humans. Neurophysiology, 2009, 41(1): 63-70. doi: 10.1007/s11062-009-9078-z
|
[14] |
Iacoviello D, Petracca A, Spezialetti M, et al. A classification algorithm for electroencephalography signals by self-Induced emotional stimuli. IEEE Trans Cybern, 2015, 46(12): 3171-3180.
|
[15] |
Kroupi E, Vesin J M, Ebrahimi T. Subject-independent odor pleasantness classification using brain and peripheral signals. IEEE Transactions on Affective Computing, 2016, 7(4): 422-434. doi: 10.1109/TAFFC.2015.2496310
|
[16] |
Yavuz E, Aydemir O. Olfaction recognition by EEG analysis using wavelet transform features//International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia: IEEE, 2016: 1-4.
|
[17] |
Aydemir Ö. Classification of electroencephalography signals recorded during smelling of valerian and rosewater odors//International Conference on Telecommunications and Signal Processing (TSP), Sinaia: IEEE, 2016: 392-395.
|
[18] |
Aydemir Ö. Olfactory recognition based on EEG Gamma-band Activity. Neural Comput, 2017, 29(6): 1667-1680. doi: 10.1162/NECO_a_00966
|
[19] |
邵晨曦, 卢继军, 周颢. 基于小波变换的脑电图癫痫波形检测. 生物医学工程学杂志, 2002, 19(2): 259-263. doi: 10.3321/j.issn:1001-5515.2002.02.020
|
[20] |
徐宝国, 宋爱国, 王爱民. 基于小波包能量的脑电信号特征提取方法. 东南大学学报:自然科学版, 2010, 40(6): 1203-1206.
|
[21] |
周卫东, 尹立新, 王照军. 脑电在线分析系统的研究及小波变换的应用. 生物医学工程学杂志, 2001, 18(2): 169-172. doi: 10.3321/j.issn:1001-5515.2001.02.001
|
[22] |
Yang H, Yu L. Feature extraction of wood-hole defects using wavelet-based ultrasonic testing. Journal of Forestry Research, 2017, 28(2): 395-402. doi: 10.1007/s11676-016-0297-z
|
[23] |
Namazi H, Akrami A, Nazeri S, et al. Analysis of the influence of complexity and entropy of odorant on fractal dynamics and entropy of EEG signal, BioMed Research International, 2016: 1-5.
|
[24] |
Pincus S M. Approximate entropy as a measure of system complexity. Proceedings of the National Academy of Sciences, 1991, 88(6): 2297-2301. doi: 10.1073/pnas.88.6.2297
|
[25] |
Richman J S, Moorman J R. Physiological time-series analysis, using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol, 2000, 278(6): H2039-H2049. doi: 10.1152/ajpheart.2000.278.6.H2039
|
[26] |
李昕, 蔡二娟, 田彦秀, 等. 一种改进脑电特征提取算法及其在情感识别中的应用. 生物医学工程学杂志, 2017, 34(4): 510-517, 528.
|