Research and Application Analysis of Feature Binding Mechanism

In order to recognize the object of the external world, brain need to integrate the information of different cortical areas, then form a complete world. And binding problem study on a process to percept a complete object by integrating information, which scattering on different cortical areas. As a central problem of cognitive science and neuroscience, the concept of feature binding is becoming to the focus of consciousness argument. At the beginning of this paper, we introduced the concept, characteristics and theory source of feature binding. And according to the main theoretical research methods of this mechanism, combining the latest advance at home and abroad, we made a systematical review of the research situation of feature binding problem applying in perceptual learning. At last, we pointed out the key point of the further study, which may be refined research of bundled brain mechanism on different cognition process and systematical study of general bundled brain mechanism.

[1]  Wu Huisong.  On the Construction of Context-aware Learning System Based on Affinity propagation algorithm , 2012 .

[2]  J. D. E. Gabrieli,et al.  Integration of diverse information in working memory within the frontal lobe , 2000, Nature Neuroscience.

[3]  C. Degueldre,et al.  Effects of incidental and intentional feature binding on recognition: a behavioural and PET activation study , 2002, Neuropsychologia.

[4]  Zhongliang Jing,et al.  Multi-focus image fusion using pulse coupled neural network , 2007, Pattern Recognit. Lett..

[5]  Yide Ma,et al.  New Spiking Cortical Model for Invariant Texture Retrieval and Image Processing , 2009, IEEE Transactions on Neural Networks.

[6]  W. Singer,et al.  Synchronization of oscillatory responses in visual cortex correlates with perception in interocular rivalry. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[7]  Seth E. Bouvier,et al.  Feature binding signals in visual cortex , 2010 .

[8]  Vincent Di Lollo.  The feature-binding problem is an ill-posed problem. , 2012, Trends in cognitive sciences.

[9]  Marcia K. Johnson,et al.  fMRI evidence of age-related hippocampal dysfunction in feature binding in working memory. , 2000, Brain research. Cognitive brain research.

[10]  Christoph von der Malsburg,et al.  The Correlation Theory of Brain Function , 1994 .

[11]  Kazuyuki Aihara,et al.  Solving the binding problem of the brain with bi-directional functional connectivity , 2001, Neural Networks.

[12]  Leslie G. Ungerleider,et al.  Posterior parietal cortex and the filtering of distractors , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[13]  W Singer,et al.  Visual feature integration and the temporal correlation hypothesis. , 1995, Annual review of neuroscience.

[14]  J. Pernier,et al.  Stimulus Specificity of Phase-Locked and Non-Phase-Locked 40 Hz Visual Responses in Human , 1996, The Journal of Neuroscience.

[15]  Rainer Goebel,et al.  Neural synchrony correlates with surface segregation rules , 2000, Nature.

[16]  Catherine Tallon-Baudry,et al.  Induced γ-Band Activity during the Delay of a Visual Short-Term Memory Task in Humans , 1998, The Journal of Neuroscience.

[17]  Alan Cowey,et al.  Does parietal cortex contribute to feature binding? , 1999, Neuropsychologia.

[18]  R. Llinás.  The intrinsic electrophysiological properties of mammalian neurons: insights into central nervous system function. , 1988, Science.

[19]  W. Singer,et al.  Temporal binding and the neural correlates of sensory awareness , 2001, Trends in Cognitive Sciences.

[20]  T. Poggio,et al.  Hierarchical models of object recognition in cortex , 1999, Nature Neuroscience.