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Advances in neural networks - ISNN 2008 5th International by Fuchun Sun, Jianwei Zhang, Jinde Cao, Wen Yu

By Fuchun Sun, Jianwei Zhang, Jinde Cao, Wen Yu

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

The 192 revised papers awarded have been rigorously 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 equipment; supervised studying; unsupervised studying; aid vector computer and kernel tools; hybrid optimisation algorithms; computer studying and information mining; clever regulate and robotics; development popularity; audio photo processinc and laptop imaginative and prescient; fault prognosis; purposes and implementations; purposes of neural networks in digital engineering; mobile neural networks and complicated regulate with neural networks; nature encouraged  equipment of high-dimensional discrete facts research; trend popularity and knowledge processing utilizing neural networks.

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Extra resources for Advances in neural networks - ISNN 2008 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008: proceedings

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In this model, all pyramidal cells and stellate cells in layer IV of the minicolumn form a symmetrical Hebbian network. As neurons involved are limited and closely packed, we can assume any neuron is connected to all other neurons through short axons, whose transmission delay can be omitted. If the pyramidal cells connect to pyramidal cells directly, the connections are excitatory. If the pyramidal cells connect to other pyramidal cells through stellate cells, the connections are inhibitory. Thus this network contains both excitatory and inhibitory connections.

This work was supported by the open project of State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, and Jiangsu Education Nature Foundation (07KJD510038). References 1. : Effects of Viewing Pleasant and Unpleasant Photographs on Facial EMG Asymmetry. Perceptual and Motor Skills 99, 1157–1167 (2004) 2. : Sex-related Lateralized Effect of Emotional Content on Declarative Memory: an Event Related Potential Study. Behav. Brain Res. 168, 177–184 (2006) 10 L. Zou et al.

We then got the grand mean VEPs at scalp areas by applying the above wavelet-based approach to the 10 subjects, each subjects including 15 trials. The results showed that the VEPs obtained by wavelet method could be used as a reliable, sensitive, and high-resolution indicator for emotion study after only 15 trials of ensemble averaging. Secondly, our results showed greater P300 and slow wave amplitudes for unpleasant and pleasant pictures compared to neural stimuli, indicating that motivationally relevant stimuli automatically direct attentional resources, are processed more deeply and thus provoke an arousan-related enhancement of VEPs, which further support the view that emotional stimuli are processed more intensely.

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