04349nam 22008295 450 99646553670331620200707001957.010.1007/b99370(CKB)1000000000212485(SSID)ssj0000322041(PQKBManifestationID)11257609(PQKBTitleCode)TC0000322041(PQKBWorkID)10280318(PQKB)10769280(DE-He213)978-3-540-27862-7(MiAaPQ)EBC3088231(PPN)155227521(EXLCZ)99100000000021248520121227d2004 u| 0engurnn|008mamaatxtccrComputational Neuroscience: Cortical Dynamics[electronic resource] 8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures /edited by Peter Erdi, Anna Esposito, Maria Marinaro, Silvia Scarpetta1st ed. 2004.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2004.1 online resource (IX, 164 p.) Lecture Notes in Computer Science,0302-9743 ;3146Bibliographic Level Mode of Issuance: Monograph3-540-27862-1 3-540-22566-8 Includes bibliographical references at the end of each chapters and index.Section 1 – Fundamentals of Cortical Dynamics -- Dynamics of Storage and Recall in Hippocampal Associative Memory Networks -- On the Nested Hierarchical Organization of CNS: Basic Characteristics of Neuronal Molecular Networks -- Neural Phase Transitions That Made Us Mammals -- Section 2 – Mathematical Models of Cortical Dynamics -- Mean Field Methods for Cortical Network Dynamics -- Chaotic Neuron Dynamics, Synchronization, and Feature Binding -- A Complex Systems Approach to an Interpretation of Dynamic Brain Activity I: Chaotic Itinerancy Can Provide a Mathematical Basis for Information Processing in Cortical Transitory and Nonstationary Dynamics -- A Complex Systems Approach to an Interpretation of Dynamic Brain Activity II: Does Cantor Coding Provide a Dynamic Model for the Formation of Episodic Memory? -- Itinerant Dynamics of Class I* Neurons Coupled by Gap Junctions.Lecture Notes in Computer Science,0302-9743 ;3146Neurology ComputersArtificial intelligenceComputer memory systemsComputer science—MathematicsNeurosciencesNeurologyhttps://scigraph.springernature.com/ontologies/product-market-codes/H36001Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Memory Structureshttps://scigraph.springernature.com/ontologies/product-market-codes/I12034Symbolic and Algebraic Manipulationhttps://scigraph.springernature.com/ontologies/product-market-codes/I17052Neuroscienceshttps://scigraph.springernature.com/ontologies/product-market-codes/B18006Neurology .Computers.Artificial intelligence.Computer memory systems.Computer science—Mathematics.Neurosciences.Neurology.Computation by Abstract Devices.Artificial Intelligence.Memory Structures.Symbolic and Algebraic Manipulation.Neurosciences.612.825Erdi Peteredthttp://id.loc.gov/vocabulary/relators/edtEsposito Annaedthttp://id.loc.gov/vocabulary/relators/edtMarinaro Mariaedthttp://id.loc.gov/vocabulary/relators/edtScarpetta Silviaedthttp://id.loc.gov/vocabulary/relators/edtInternational Summer School on Neural NetworksMiAaPQMiAaPQMiAaPQBOOK996465536703316Computational Neuroscience: Cortical Dynamics2179802UNISA04724nam 22008895 450 991068256580332120260506114806.09783031264191303126419310.1007/978-3-031-26419-1(MiAaPQ)EBC7216769(Au-PeEL)EBL7216769(CKB)26271466700041(DE-He213)978-3-031-26419-1(PPN)269092587(EXLCZ)992627146670004120230316d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMachine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part V /edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (669 pages)Lecture Notes in Artificial Intelligence,2945-9141 ;13717Print version: Amini, Massih-Reza Machine Learning and Knowledge Discovery in Databases Cham : Springer International Publishing AG,c2023 9783031264184 Supervised learning -- Probabilistic inference -- Optimal transport -- Optimization -- Quantum, hardware -- Sustainability.The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2022, which took place in Grenoble, France, in September 2022. The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions. The volumes are organized in topical sections as follows: Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning; Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems; Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search; Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning; . Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability; Part VI: Time series; financial machine learning; applications; applications: transportation; demo track.Lecture Notes in Artificial Intelligence,2945-9141 ;13717Artificial intelligenceComputer scienceMathematicsComputersComputer engineeringComputer networksApplication softwareImage processingDigital techniquesComputer visionArtificial IntelligenceMathematics of ComputingComputing MilieuxComputer Engineering and NetworksComputer and Information Systems ApplicationsComputer Imaging, Vision, Pattern Recognition and GraphicsBases de dadesthubMineria de dadesthubAprenentatge automàticthubCongressosthubLlibres electrònicsthubArtificial intelligence.Computer scienceMathematics.Computers.Computer engineering.Computer networks.Application software.Image processingDigital techniques.Computer vision.Artificial Intelligence.Mathematics of Computing.Computing Milieux.Computer Engineering and Networks.Computer and Information Systems Applications.Computer Imaging, Vision, Pattern Recognition and Graphics.Bases de dadesMineria de dadesAprenentatge automàtic006.31006.31Amini Massih-Reza1060956MiAaPQMiAaPQMiAaPQBOOK9910682565803321Machine learning and knowledge discovery in databases3406175UNINA