Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation

28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part I

AvIgor V. Tetko,Věra Kůrková

Häftad, Engelska, 2019

Del 11727 i serien Lecture Notes in Computer Science

1 137 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

The proceedings set LNCS 11727, 11728, 11729, 11730, and 11731 constitute the proceedings of the 28th International Conference on Artificial Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learning; image processing; text and time series; and workshop and special sessions.

Produktinformation

Utgivningsdatum:2019-09-06
Mått:155 x 235 x 47 mm
Vikt:1 293 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:839
Förlag:Springer Nature Switzerland AG
ISBN:9783030304867

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Hårdvara inom Data och IT

Innehållsförteckning

Bidirectional associative memory with block coding: A comparison of iterative retrieval methods.- Stability analysis of a generalised class of BAM neural networks with mixed delays.- Dissipativity Analysis of a Class of Competitive Neural Networks with Proportional Delays.- A Nonlinear Fokker-Planck Description of Continuous Neural Network Dynamics.- Multi-modal associative storage and retrieval using Hopfield auto-associative memory network.- Chaotic Complex-Valued Associative Memory with Adaptive Scaling Factor Independent of Multi-Values.- A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection.- Sleep State Analysis using Calcium Imaging Data by Non-negative Matrix Factorization.- Detection of directional information flow induced by TMS based on symbolic transfer entropy.- Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network.- Distinguishing Violinists and Pianists based on their Brain Signals.- Research on Image-to-Image Translation with Capsule Network.- Multi-View Capsule Network.- Advanced Capsule Networks via Context Awareness.- DDRM-CapsNet: Capsule Network based on Deep Dynamic Routing Mechanism for complex data.- Squeezed Very Deep Convolutional Neural Networks for Text Classification.- NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems.- Swap kernel regression.- Model-Agnostic Explanations for Decisions using Minimal Patterns.- NARPCA: Neural Accumulate-Retract PCA for Low-latency High-throughput Processing on Datastreams.- An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability.- Capsule Generative Models.- Evaluating CNNs on the Gestalt Principle of Closure.- Recovering Localized Adversarial Attacks.- On the Interpretation of Recurrent Neural Networks as Finite State Machines.- Neural field model for measuring and reproducing time intervals.- Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models.- NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images.- Deep Semantic Asymmetric Hashing.- A Neural Network for Semi-Supervised Learning on Manifolds.- Counting with Analog Neurons.- On the Bounds of Function Approximations.- Probabilistic Bounds for Approximation by Neural Networks.- Tree Memory Networks for Sequence Processing.- On Deep Set Learning and the Choice of Aggregations.- Hilbert Vector Convolutional Neural Network : 2D Neural Network on 1D Data.- The Same Size Dilated Attention Network for Keypoint Detection.- Gradient-Based Learning of Compositional Dynamics with Modular RNNs.- Transfer Learning with Sparse Associative Memories.- Linear Memory Networks.- A Multi-Armed Bandit Algorithm Available in Stationary or Non-Stationary Environments Using Self-Organizing Maps.- Cooperation and Coordination Regimes by Deep Q-Learning in Multi-agent Task Executions.- Boosting Reinforcement Learning with Unsupervised Feature Extraction.- A multi-objective Reinforcement Learning algorithm for JSSP.- A Reinforcement Learning Approach for Sequential Spatial Transformer Networks.- Deep Recurrent Policy Networks for Planning under Partial Observability.- Mixed-Reality Deep Reinforcement Learning for a Reach-to-grasp Task.- FMNet: Multi-Agent Cooperation by Communicating with Featured Message Network.- Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE.- On Unsupervised Learning of Traversal Cost and Terrain Types Identification using Self-Organizing Maps.- Scaffolding Haptic Attention with Controller Gating.- Benchmarking Incremental Regressors in Traversal Cost Assessment.- CPG driven RBF Network Control with Reinforcement Learning for Gait Optimization of a Dung Beetle-like Robot.- Training Delays in Spiking Neural Networks.- An Izhikevich Model Neuron MOS Circuit for Low Voltage Operation.- UAV Detection: A STDP trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic Approach.- Autonoumous Learning Paradigm for Spiking Neural Networks.- Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm.- The Importance of Self-excitation in Spiking Neural Networks Evolved to Recognize Temporal Patterns.- Estimating and factoring the dropout induced distribution with Gaussian mixture model.- Sequence disambiguation with synaptic traces in associative neural networks.- Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks.- A Neural Circuit Model of Adaptive Robust Tracking Control for Continuous-Time Nonlinear Systems.

Mer från samma författare

Del 11728

Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

1 115 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 388 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 470 kr

Del 11730

Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

1 115 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 388 kr

Del 11731

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

968 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Workshop and Special Sessions

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 176 kr

Del 11729

Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

572 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

739 kr

Del 15016

Artificial Neural Networks and Machine Learning – ICANN 2024

Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko

Häftad, 2024

911 kr

Mer från samma serie

Multiobjective Optimization

Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowiński

Häftad, 2008

556 kr

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang - Knowledge Graphs, Häftad

Del 16297

Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

Häftad, 2026

932 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

572 kr

Del 16096

Energy Informatics

Ivo Martinac, Bo Nørregaard Jørgensen, Zheng Grace Ma, Rúnar Unnþórsson, Chiara Bordin

Häftad, 2025

842 kr

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott - Biomimetic and Biohybrid Systems, Häftad

Del 15582

Biomimetic and Biohybrid Systems

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott

Häftad, 2025

1 022 kr

Extended Reality

Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco

Häftad, 2026

1 164 kr

Reliable Software Technologies - Ada-Europe '98

Lars Asplund

Häftad, 1998

572 kr

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson - Advanced Parallel Processing Technologies, Häftad

Nyhet

Del 16693

Advanced Parallel Processing Technologies

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson

Häftad, 2026

1 022 kr

Del 16832

Progress in Cryptology - AFRICACRYPT 2026

Nadia El Mrabet, Loubna Ghammam, Francisco Rodríguez-Henríquez

Häftad, 2026

932 kr

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek - Electronic Participation, Häftad

Nyhet

Electronic Participation

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

Häftad, 2026

730 kr

Du kanske också är intresserad av

10% rabatt på allt

L'amour toujours : Berättelsen om Tidö

Maggie Strömberg, Torbjörn Nilsson

Inbunden, 2026

275 kr

Del 11729

Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

572 kr

Del 11731

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

968 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 388 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

739 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Workshop and Special Sessions

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 176 kr

Del 11728

Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

1 115 kr

Del 11730

Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

1 115 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 388 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 470 kr

Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation

28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part I

AvIgor V. Tetko,Věra Kůrková

Häftad, Engelska, 2019

Del 11727 i serien Lecture Notes in Computer Science

1 137 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

Produktinformation

Utgivningsdatum:2019-09-06
Mått:155 x 235 x 47 mm
Vikt:1 293 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:839
Förlag:Springer Nature Switzerland AG
ISBN:9783030304867

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Hårdvara inom Data och IT

Innehållsförteckning

Bidirectional associative memory with block coding: A comparison of iterative retrieval methods.- Stability analysis of a generalised class of BAM neural networks with mixed delays.- Dissipativity Analysis of a Class of Competitive Neural Networks with Proportional Delays.- A Nonlinear Fokker-Planck Description of Continuous Neural Network Dynamics.- Multi-modal associative storage and retrieval using Hopfield auto-associative memory network.- Chaotic Complex-Valued Associative Memory with Adaptive Scaling Factor Independent of Multi-Values.- A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection.- Sleep State Analysis using Calcium Imaging Data by Non-negative Matrix Factorization.- Detection of directional information flow induced by TMS based on symbolic transfer entropy.- Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network.- Distinguishing Violinists and Pianists based on their Brain Signals.- Research on Image-to-Image Translation with Capsule Network.- Multi-View Capsule Network.- Advanced Capsule Networks via Context Awareness.- DDRM-CapsNet: Capsule Network based on Deep Dynamic Routing Mechanism for complex data.- Squeezed Very Deep Convolutional Neural Networks for Text Classification.- NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems.- Swap kernel regression.- Model-Agnostic Explanations for Decisions using Minimal Patterns.- NARPCA: Neural Accumulate-Retract PCA for Low-latency High-throughput Processing on Datastreams.- An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability.- Capsule Generative Models.- Evaluating CNNs on the Gestalt Principle of Closure.- Recovering Localized Adversarial Attacks.- On the Interpretation of Recurrent Neural Networks as Finite State Machines.- Neural field model for measuring and reproducing time intervals.- Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models.- NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images.- Deep Semantic Asymmetric Hashing.- A Neural Network for Semi-Supervised Learning on Manifolds.- Counting with Analog Neurons.- On the Bounds of Function Approximations.- Probabilistic Bounds for Approximation by Neural Networks.- Tree Memory Networks for Sequence Processing.- On Deep Set Learning and the Choice of Aggregations.- Hilbert Vector Convolutional Neural Network : 2D Neural Network on 1D Data.- The Same Size Dilated Attention Network for Keypoint Detection.- Gradient-Based Learning of Compositional Dynamics with Modular RNNs.- Transfer Learning with Sparse Associative Memories.- Linear Memory Networks.- A Multi-Armed Bandit Algorithm Available in Stationary or Non-Stationary Environments Using Self-Organizing Maps.- Cooperation and Coordination Regimes by Deep Q-Learning in Multi-agent Task Executions.- Boosting Reinforcement Learning with Unsupervised Feature Extraction.- A multi-objective Reinforcement Learning algorithm for JSSP.- A Reinforcement Learning Approach for Sequential Spatial Transformer Networks.- Deep Recurrent Policy Networks for Planning under Partial Observability.- Mixed-Reality Deep Reinforcement Learning for a Reach-to-grasp Task.- FMNet: Multi-Agent Cooperation by Communicating with Featured Message Network.- Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE.- On Unsupervised Learning of Traversal Cost and Terrain Types Identification using Self-Organizing Maps.- Scaffolding Haptic Attention with Controller Gating.- Benchmarking Incremental Regressors in Traversal Cost Assessment.- CPG driven RBF Network Control with Reinforcement Learning for Gait Optimization of a Dung Beetle-like Robot.- Training Delays in Spiking Neural Networks.- An Izhikevich Model Neuron MOS Circuit for Low Voltage Operation.- UAV Detection: A STDP trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic Approach.- Autonoumous Learning Paradigm for Spiking Neural Networks.- Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm.- The Importance of Self-excitation in Spiking Neural Networks Evolved to Recognize Temporal Patterns.- Estimating and factoring the dropout induced distribution with Gaussian mixture model.- Sequence disambiguation with synaptic traces in associative neural networks.- Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks.- A Neural Circuit Model of Adaptive Robust Tracking Control for Continuous-Time Nonlinear Systems.

Mer från samma författare

Del 11728

Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

1 115 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 388 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 470 kr

Del 11730

Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

1 115 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 388 kr

Del 11731

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

968 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Workshop and Special Sessions

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

1 176 kr

Del 11729

Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing

Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis

Häftad, 2019

572 kr

Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing

Fabian Theis, Pavel Karpov, Vera Kurkova, Igor V. Tetko

E-bok

2019

739 kr

Del 15016

Artificial Neural Networks and Machine Learning – ICANN 2024

Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko

Häftad, 2024

911 kr

Mer från samma serie

Multiobjective Optimization

Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowiński

Häftad, 2008

556 kr

Del 16297

Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

Häftad, 2026

932 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

572 kr

Del 16096

Energy Informatics

Ivo Martinac, Bo Nørregaard Jørgensen, Zheng Grace Ma, Rúnar Unnþórsson, Chiara Bordin

Häftad, 2025

842 kr

Del 15582

Biomimetic and Biohybrid Systems

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott

Häftad, 2025

1 022 kr

Extended Reality

Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco

Häftad, 2026

1 164 kr

Reliable Software Technologies - Ada-Europe '98

Lars Asplund

Häftad, 1998

572 kr

Nyhet

Del 16693

Advanced Parallel Processing Technologies

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson

Häftad, 2026

1 022 kr

Del 16832

Progress in Cryptology - AFRICACRYPT 2026

Nadia El Mrabet, Loubna Ghammam, Francisco Rodríguez-Henríquez

Häftad, 2026

932 kr

Nyhet

Electronic Participation

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

Häftad, 2026

730 kr