New PDF release: Advances in Neural Networks - ISNN 2008: 5th International

By Ling Zou, Renlai Zhou, Senqi Hu, Jing Zhang, Yansong Li (auth.), Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu (eds.)

ISBN-10: 3540877312

ISBN-13: 9783540877318

ISBN-10: 3540877320

ISBN-13: 9783540877325

The quantity set LNCS 5263/5264 constitutes the refereed complaints of the fifth foreign Symposium on Neural Networks, ISNN 2008, held in Beijing, China in September 2008.

The 192 revised papers provided have been conscientiously reviewed and chosen from a complete of 522 submissions. The papers are equipped in topical sections on computational neuroscience; cognitive technology; mathematical modeling of neural structures; balance and nonlinear research; feedforward and fuzzy neural networks; probabilistic tools; supervised studying; unsupervised studying; aid vector computer and kernel equipment; hybrid optimisation algorithms; laptop studying and knowledge mining; clever keep watch over and robotics; trend reputation; audio snapshot processinc and desktop imaginative and prescient; fault prognosis; functions and implementations; purposes of neural networks in digital engineering; mobile neural networks and complex regulate with neural networks; nature encouraged equipment of high-dimensional discrete info research; development attractiveness and data processing utilizing neural networks.

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Additional info for Advances in Neural Networks - ISNN 2008: 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I

Sample text

52, 95–111 (2000) 7. : The Late Positive Components of Visual Evoked Responses Sensitive to Emotional Factors. Act. Nerv. Super. (suppl. 3), 334 (1982) 8. : P300 and the Emotional States Studied by Psycho Physiological Methods. Int. J. Psychophysiol. 7, 364–366 (1989) 9. : Event-related Potentials of Emotional Memory: Encoding Pleasant, Unpleasant, and Neutral Pictures. Cogn. Affect. Behav. Neurosci. 2, 252–263 (2002) 10. : Cognitive and biological determinants of P300: an integrative review. Biol.

The order of the pictures was arranged so that 70 neural, 70 pleasant and 70 unpleasant pictures were shown respectively in each block. Emotional pictures were presented on a 19-in. computer screen with a refresh rate of 60Hz. 5m in front of the viewer. Each picture was presented for 1000 ms, with inter-trial intervals varying between 2500 and 3000 ms. After the EEG recordings of each type emotion stimuli, subjects were asked to rate the respective picture on a 11-point scale, among them, 0 means no sense while 100 means very pleasant or unpleasant.

Interestingly, the effects occurred primarily from frontal to parietal recording sites, also associated with P300 generation [10]. Keil et. Al. demonstrated that both the P300 and the late positive slow wave show an arousal-related signal enhancement with largest differences in late VEPs as a function of emotional arousal near PZ electrode [5-6]. The most common way to visualize the ERPs is to take an average over time locked single-trial measurements. The implicit assumption in the averaging is that the task-related cognitive process does not vary much in timing from trial to trial.

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Advances in Neural Networks - ISNN 2008: 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I by Ling Zou, Renlai Zhou, Senqi Hu, Jing Zhang, Yansong Li (auth.), Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu (eds.)

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