Pattern completion through phase coding in population neurodynamics

Neural Networks - Tập 16 - Trang 649-656 - 2003
A. Gutierrez-Galvez1, R. Gutierrez-Osuna1
1Department of Computer Science, Texas A&M University, College Station, TX 77843-3112, USA

Tài liệu tham khảo

Adrian, 1926, The impulses produced by sensory nerve ending, The Journal of Physiology, 61, 49, 10.1113/jphysiol.1926.sp002273 Adrian, 1928 Cariani, 1995, As if time really mattered: temporal strategies for neural coding of sensory information, Communication and Cognition—Artificial Intelligence, 12, 157 Chang, 1998, Biologically modeled noise stabilizing neurodynamics for pattern recognition, International Journal of Bifurcation and Chaos, 8, 321, 10.1142/S021812749800019X Chang, 1998, Optimization of olfactory model in software to give 1/f power spectra reveals numerical instabilities in solutions governed by aperiodic (chaotic) attractors, Neural Networks, 11, 449, 10.1016/S0893-6080(97)00116-0 Gardner, 1999 Gutierrez-Osuna, 2002, Pattern analysis for machine olfaction: a review, IEEE Sensors Journal, 2, 189, 10.1109/JSEN.2002.800688 Gutierrez-Osuna, R., & Gutierrez-Galvez, A. (2002). Habituation in the KIII olfactory model using gas sensor arrays. Proceedings of the ninth International Symposium on Olfaction and Electronic Nose (pp. 171–173). Rome, Italy. Gutierrez-Osuna, R., & Sun, P. (2002). A biologically-plausible computational architecture for sensor-based machine olfaction. Proceedings of the ninth International Symposium on Olfaction and Electronic Nose (pp. 57–59). Rome, Italy. Kozma, 2001, Chaotic resonance—methods and applications for robust classification of noisy and variable patterns, International Journal of Bifurcation and Chaos, 11, 1607, 10.1142/S0218127401002870 Laurent, 1994, Encoding of olfactory information with oscillating neural assemblies, Science, 265, 1872, 10.1126/science.265.5180.1872 Lippmann, 1987, An introduction to computing with neural nets, IEEE Acoustics, Speech, and Signal Processing Magazine, 4 MacLeod, 1996, Distinct mechanisms for synchronization and temporal patterning of odor-encoding neural assemblies, Science, 274, 976, 10.1126/science.274.5289.976 Pearce, 1997, Computational parallels between the biological olfactory pathway and its analogue ‘The Electronic Nose’: Part I. Biological olfaction, Biosystems, 41, 43, 10.1016/S0303-2647(96)01661-9 Recce, 2001, Encoding information in neuronal activity, 111 van Ruellen, 2000, Is it a bird? Is it a plane? Ultra-rapid visual categorization of natural and artifactual objects, Perception, 30, 655, 10.1068/p3029 van Trees, 1968 Singer, 1995, Visual feature integration and the temporal correlation hypothesis, Annual Review of Neuroscience, 18, 555, 10.1146/annurev.ne.18.030195.003011 Thorpe, 2001, Spike-based strategies for rapid processing, Neural Networks, 14, 715, 10.1016/S0893-6080(01)00083-1 Yao, 1990, Model of biological pattern recognition with spatially chaotic dynamics, Neural Networks, 3, 153, 10.1016/0893-6080(90)90086-Z Yao, 1991, Pattern recognition by a distributed neural network: An industrial application, Neural Networks, 4, 103, 10.1016/0893-6080(91)90036-5