Observer-based dynamical pattern recognition via deterministic learning. (English) Zbl 07752040
MSC:
68T10
Found 81 Documents (Results 1–81)
Discriminant dynamic mode decomposition for labeled spatiotemporal data collections. (English) Zbl 07518344
Neural network under external stimulus: improving storage capacity and reactions. (English) Zbl 07459770
MSC:
82-XX
Approximation of correlation functions in phase-field crystal model by machine learning approach. (English) Zbl 1482.37085
Dimensionality reduction of complex metastable systems via kernel embeddings of transition manifolds. (English) Zbl 1466.37068
Sampling low-dimensional Markovian dynamics for preasymptotically recovering reduced models from data with operator inference. (English) Zbl 1456.65120
Reviewer: Marius Ghergu (Dublin)
Accurate recognition of spatial patterns arising in spatio-temporal dynamics of invasive species. (English) Zbl 1446.37093
Aguiar, Maira (ed.) et al., Current trends in dynamical systems in biology and natural sciences. Selected contributions presented at the ninth international workshop of dynamical systems applied to biology and natural sciences, DSABNS, Turin, Italy, February 7–9, 2018. Cham: Springer. SEMA SIMAI Springer Ser. 21, 19-41 (2020).
Learning and distinguishing time series dynamics via ordinal patterns transition graphs. (English) Zbl 1433.37073
Clustering: how much bias do we need? (English) Zbl 1404.92011
Philos. Trans. R. Soc. Lond., A, Math. Phys. Eng. Sci. 375, No. 2096, Article ID 20160293, 18 p. (2017).
Pattern recognition based dynamics description of production processes in metric spaces. (English) Zbl 1371.37135
Subgradient-based neural network for nonconvex optimization problems in support vector machines with indefinite kernels. (English) Zbl 1371.37145
Distances on spaces of high-dimensional linear stochastic processes: a survey. (English) Zbl 1334.60002
Nielsen, Frank (ed.), Geometric theory of information. Selected and revised contributions of the first conference on the geometric sciences of information, GSI, Paris, France, August 2013. Cham: Springer (ISBN 978-3-319-05316-5/hbk; 978-3-319-05317-2/ebook). Signals and Communication Technology, 219-242 (2014).
Reviewer: Florin Gorunescu (Craiova)
Group action induced distances on spaces of high-dimensional linear stochastic processes. (English) Zbl 1396.94019
Nielsen, Frank (ed.) et al., Geometric science of information. First international conference, GSI 2013, Paris, France, August 28–30, 2013. Proceedings. Berlin: Springer (ISBN 978-3-642-40019-3/pbk). Lecture Notes in Computer Science 8085, 425-432 (2013).
MSC:
94A15
On the role of the concepts of “pattern” and “symbol” for the simulation of the thinking process via neurocomputing. (Russian) Zbl 1249.68188
Deterministic learning theory for identification, recognition, and control. (English) Zbl 1247.93001
Automation and Control Engineering 32. Boca Raton, FL: CRC Press (ISBN 978-0-8493-7553-8/hbk; 978-1-4200-0776-3/ebook). xix, 195 p. (2010).
Learning the dynamical system behind sensory data. (English) Zbl 1198.68195
Reviewer: Paul Georgescu (Iaşi)
Shapes and diffeomorphisms. (English) Zbl 1205.68355
Applied Mathematical Sciences 171. Berlin: Springer (ISBN 978-3-642-12054-1/pbk; 978-3-642-26348-4/pbk; 978-3-642-12055-8/ebook). xvii, 434 p. (2010).
Reviewer: Corina Mohorianu (Iaşi)
Intelligence for nonlinear dynamics and synchronization. (English) Zbl 1213.68010
Atlantis Computational Intelligence Systems 3. Paris: Atlantis Press (ISBN 978-90-78677-33-8/hbk). xiv, 306 p. (2010).
Detection of variations of local irregularity of traffic under DDOS flood attack. (English) Zbl 1189.68114
Fault recognition method based on independent component analysis and hidden Markov model. (English) Zbl 1182.74097
Weakly connected oscillatory network models for asosciative and dynamic memories. (English) Zbl 1144.92006
A novel authentication system based on chaos modulated facial expression recognition. (English) Zbl 1202.94205
Huang, De-Shuang (ed.) et al., Intelligent computing in signal processing and pattern recognition. International conference on intelligent computing, ICIC 2006, Kunming, China, August 16–19, 2006. Berlin: Springer (ISBN 3-540-37257-1/pbk). Lecture Notes in Control and Information Sciences 345, 631-638 (2006).
Design of coupled nonlinear systems for storage of prescribed binary patterns. (English) Zbl 1103.68754
Tuning chaos synchronization and anti-synchronization for applications in temporal pattern recognition. (English) Zbl 1092.37546
A chaotic nature of speech signals. (Russian) Zbl 1081.37544
Reviewer: Sergei Zhuravlev (Moskva)
Parameter identification of chaotic systems using wavelets and neural networks. (English) Zbl 1084.37504
Cellular neural networks: asymmetric space-dependent templates, mosaic patterns, and spatial chaos. (English) Zbl 1129.37312
Qualitative resonance of Shil’nikov-like strange attractors. II: Mathematical analysis. (English) Zbl 1129.37316
Qualitative resonance of Shilńikov-like strange attractors. I: Experimental evidence. (English) Zbl 1129.37315
Intermittency and scale-free networks: a dynamical model for human language complexity. (English) Zbl 1086.94014
Computational homology. (English) Zbl 1039.55001
Applied Mathematical Sciences 157. New York, NY: Springer (ISBN 0-387-40853-3/hbk). xvii, 480 p. (2004).
Reviewer: Corina Mohorianu (Iaşi)
Self-emergence of chaos in the identification of irregular periodic behavior. (English) Zbl 1080.93660
Designing CNN genes. (English) Zbl 1057.37009
Clusterization of waves in a chain of coupled elements with internal global coupling. (Russian) Zbl 1048.37534
Reviewer: Andrei Zemskov (Moskva)
Convergence analysis of hybrid bi-directional associative memory neural networks with discrete delays. (English) Zbl 1039.37075
Information dynamics and ist application to recognition process. (English) Zbl 1063.81035
Arafune, J. (ed.) et al., A garden of quanta. Essays in honor of Hiroshi Ezawa. River Edge, NJ: World Scientific (ISBN 981-238-445-6/hbk). 445-461 (2003).
Reviewer: Benjamin Simpson (Mehsana)
The method and theorem of an iterated function system in template match applications. (Chinese. English summary) Zbl 1039.28009
Recursive algorithms, urn processes and chaining number of chain recurrent sets. (English) Zbl 0921.60061
Reviewer: M.Iosifescu (Bucureşti)
Dynamical systems. Theory and applications. Papers from the conference and the advanced summer school held in Stockholm, June 15-20, 1992. (English) Zbl 0894.58002
Singapore: World Scientific Publishing. viii, 266 p. (1993).
Dynamical classification problems and convex programming in applications. (Dinamicheskie zadachi klassifikatsii i vypukloe programmirovanie v prilozheniyakh.) (Russian) Zbl 0808.90106
Moskva: Nauka. 357 p. (1992).
Reviewer: Dinh The Luc (Avignon)
Artificial neural networks. Proceedings of the 1991 international conference on ICANN-91, Espoo, Finland, 24-28 June, 1991. (English) Zbl 0776.68010
Amsterdam etc.: North-Holland. XXXVIII, 1819 p. (in 2 vol.) (1991).
Systems, catastrophe, chaos, synergetics. A unified approach via information of deterministic functions. (English) Zbl 0673.94006
Pattern recognition and associative memory as dynamical processes in a synergetic system. I: Translation invariance, selective attention, and decomposition of scenes. (English) Zbl 0661.68086
Dynamics and architecture for neural computation. (English) Zbl 0649.68082
MSC:
68T05
Toward the classification of the patterns generated by one-dimensional cell automata. (English) Zbl 0609.58044
Dynamical systems and nonlinear oscillations, Proc. Symp., Kyoto/Jap. 1985, RIMS Kokyuroku 574, 58-70 (1985).
Identification of nonlinear dynamic objects by pattern recognition methods. (English. Russian original) Zbl 0571.93063
Autom. Remote Control 45, 1181-1187 (1984); translation from Avtom. Telemekh. 1984, No. 9, 94-101 (1984).
Reviewer: A.Krzyzak
Medical exploration of some rhythmic phenomena: A topological semiology. (English) Zbl 0509.92004
Rhythms in biology and other fields of application, Proc. Journ. Soc. Math. France, Luminy 1981, Lect. Notes Biomath. 49, 32-49 (1983).
Pattern class representation related to the Karhunen-Loève expansion. (English) Zbl 0516.68066
Pattern recognition, theory and applications, Proc. NATO Adv. Study Inst., Oxford 1981, 43-52 (1982).
Nonlinear system identification: Selected survey and recent trends. (English) Zbl 0478.93063
Identification and system parameter estimation, Proc. 5th IFAC Symp., Darmstadt 1979, Vol. 1, 77-83 (1980).
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