| 2013 | A Biologically Inspired Model for the Detection of External and Internal Head Motions. Stephan Tschechne, Georg Layher, Heiko Neumann |
| 2013 | A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification. Julien N. P. Martel, Toru Nakashika, Christophe Garcia, Khalid Idrissi |
| 2013 | A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory. Diego Peteiro-Barral, Bertha Guijarro-Berdiñas |
| 2013 | A General Image Representation Scheme and Its Improvement for Image Analysis. Hui Wei, Qingsong Zuo, Bo Lang |
| 2013 | A Low-Energy Implementation of Finite Automata by Optimal-Size Neural Nets. Jirí Síma |
| 2013 | A Neural Network Model for Online Multi-Task Multi-Label Pattern Recognition. Daisuke Higuchi, Seiichi Ozawa |
| 2013 | A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers. Davide Anguita, Alessandro Ghio, Luca Oneto, Jorge Luis Reyes-Ortiz, Sandro Ridella |
| 2013 | A Software Framework for Cognition, Embodiment, Dynamics, and Autonomy in Robotics: Cedar. Oliver Lomp, Stephan Klaus Ulrich Zibner, Mathis Richter, Iñaki Rañó, Gregor Schöner |
| 2013 | A Two-Stage Pretraining Algorithm for Deep Boltzmann Machines. Kyunghyun Cho, Tapani Raiko, Alexander Ilin, Juha Karhunen |
| 2013 | Adaptive Critic Neural Network Solution of Optimal Control Problems with Discrete Time Delays. Tibor Kmet, Maria Kmetova |
| 2013 | An Analytical Approach to Single Node Delay-Coupled Reservoir Computing. Johannes Schumacher, Hazem Toutounji, Gordon Pipa |
| 2013 | An Echo State Network with Working Memories for Probabilistic Language Modeling. Yukinori Homma, Masafumi Hagiwara |
| 2013 | An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes |
| 2013 | Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification. Stefanos Ougiaroglou, Leonidas Karamitopoulos, Christos Tatoglou, Georgios Evangelidis, Dimitrios Dervos |
| 2013 | Artificial Neural Networks and Machine Learning - ICANN 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings Valeri M. Mladenov, Petia D. Koprinkova-Hristova, Günther Palm, Alessandro E. P. Villa, Bruno Appollini, Nikola K. Kasabov |
| 2013 | Attention-Gated Reinforcement Learning in Neural Networks - A Unified View. Tobias Brosch, Friedhelm Schwenker, Heiko Neumann |
| 2013 | BLSTM-RNN Based 3D Gesture Classification. Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia |
| 2013 | Balancing of a Simulated Inverted Pendulum Using the NeuraBase Network Model. Robert Hercus, Kit-Yee Wong, Kim-Fong Ho |
| 2013 | Bidirectional Activation-based Neural Network Learning Algorithm. Igor Farkas, Kristína Rebrová |
| 2013 | Boltzmann Machines for Image Denoising. Kyunghyun Cho |
| 2013 | Comparison on Late Fusion Methods of Low Level Features for Content Based Image Retrieval. Nikolay N. Neshov |
| 2013 | Coordinated Rule Acquisition of Decision Making on Supply Chain by Exploitation-Oriented Reinforcement Learning - -Beer Game as an Example-. Fumiaki Saitoh, Akihide Utani |
| 2013 | Cortically Inspired Sensor Fusion Network for Mobile Robot Heading Estimation. Cristian Axenie, Jörg Conradt |
| 2013 | Dendritic Computations in a Rall Model with Strong Distal Stimulation. Youwei Zheng, Lars Schwabe |
| 2013 | Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions. Artem N. Chernodub |
| 2013 | Dynamic Memory for Robot Control Using Delay-Based Coincidence Detection Neurones. Francis Jeanson, Tony White |
| 2013 | EEG Dataset Reduction and Classification Using Wave Atom Transform. Ignas Martisius, Darius Birvinskas, Robertas Damasevicius, Vacius Jusas |
| 2013 | Echo State Networks in Dynamic Data Clustering. Petia D. Koprinkova-Hristova, Kiril Alexiev |
| 2013 | Efficient Baseline-Free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE. Frank Sehnke |
| 2013 | Embodied Language Understanding with a Multiple Timescale Recurrent Neural Network. Stefan Heinrich, Cornelius Weber, Stefan Wermter |
| 2013 | Emotion Generation System Considering Complex Emotion Based on MaC Model with Neural Networks. Tsubasa Takamatsu, Yuko Osana |
| 2013 | Evolution of Dendritic Morphologies Using Deterministic and Nondeterministic Genotype to Phenotype Mapping. Parimala Alva, Giseli de Sousa, Ben Torben-Nielsen, Reinoud Maex, Rod Adams, Neil Davey, Volker Steuber |
| 2013 | Exploration of Loneliness Questionnaires Using the Self-Organising Map. Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela |
| 2013 | Exponential Synchronization of a Class of RNNs with Discrete and Distributed Delays. Farouk Chérif, Hajer Brahmi, Boudour Ammar, Adel M. Alimi |
| 2013 | Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data. Yuya Okadome, Yutaka Nakamura, Yumi Shikauchi, Shin Ishii, Hiroshi Ishiguro |
| 2013 | Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand Data. Mashud Rana, Irena Koprinska, Abbas Khosravi |
| 2013 | Feature Weighting by Maximum Distance Minimization. Jens Hocke, Thomas Martinetz |
| 2013 | GNMF with Newton-Based Methods. Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki |
| 2013 | Group Fused Lasso. Carlos M. Alaíz, Álvaro Barbero Jiménez, José R. Dorronsoro |
| 2013 | Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis |
| 2013 | Hearing Aid Classification Based on Audiology Data. Christo Panchev, Muhammad Naveed Anwar, Michael Oakes |
| 2013 | Hessian Corrected Input Noise Models. Botond Attila Bócsi, Lehel Csató |
| 2013 | Improving the Associative Rule Chaining Architecture. Nathan Burles, Simon O'Keefe, James Austin |
| 2013 | Independent Component Analysis Filtration for Value at Risk Modelling. Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2013 | Interactive Two-Level WEBSOM for Organizational Exploration. Timo Honkela, Michael Knapek |
| 2013 | Learning Features for Activity Recognition with Shift-Invariant Sparse Coding. Christian Vollmer, Horst-Michael Gross, Julian Eggert |
| 2013 | Learning Sensorimotor Transformations with Dynamic Neural Fields. Yulia Sandamirskaya, Jörg Conradt |
| 2013 | Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity. Brian Gardner, André Grüning |
| 2013 | Learning of Lateral Interactions for Perceptual Grouping Employing Information Gain. Martin Meier, Robert Haschke, Helge J. Ritter |
| 2013 | Learning to Walk Using a Recurrent Neural Network with Time Delay. Boudour Ammar, Naima Chouikhi, Adel M. Alimi, Farouk Chérif, Nasser Rezzoug, Philippe Gorce |
| 2013 | Learning with Hard Constraints. Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti |
| 2013 | Local Detection of Communities by Neural-Network Dynamics. Hiroshi Okamoto |
| 2013 | Memory Trace in Spiking Neural Networks. Marta Castellano, Gordon Pipa |
| 2013 | Model-Based Clustering of Temporal Data. Hani El Assaad, Allou Samé, Gérard Govaert, Patrice Aknin |
| 2013 | Modeling Action Verb Semantics Using Motion Tracking. Timo Honkela, Klaus Förger |
| 2013 | Neuro-Optimal Controller for Robot Manipulators. Mohammed Boukens, Abdelkrim Boukabou |
| 2013 | Novel Feature Selection and Kernel-Based Value Approximation Method for Reinforcement Learning. Hunor Sandor Jakab, Lehel Csató |
| 2013 | OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault Detection. Mikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen Angelov |
| 2013 | On-Line Laplacian One-Class Support Vector Machines. Salvatore Frandina, Marco Lippi, Marco Maggini, Stefano Melacci |
| 2013 | Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception. Enkelejda Tafaj, Thomas C. Kübler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | Optimal Operation of Electric Power Production System without Transmission Losses Using Artificial Neural Networks Based on Augmented Lagrange Multiplier Method. George J. Tsekouras, Fotis D. Kanellos, Nikos E. Mastorakis, Valeri M. Mladenov |
| 2013 | Phase Control of Coupled Neuron Oscillators. Mayumi Irifune, Robert H. Fujii |
| 2013 | Real-Time Interface Board for Closed-Loop Robotic Tasks on the SpiNNaker Neural Computing System. Christian Denk, Francisco Llobet-Blandino, Francesco Galluppi, Luis A. Plana, Steve B. Furber, Jörg Conradt |
| 2013 | Recurrent Fuzzy-Neural Network with Fast Learning Algorithm for Predictive Control. Yancho Todorov, Margarita Terzyiska, Michail Petrov |
| 2013 | Robust Principal Component Analysis for Brain Imaging. Petia Georgieva, Fernando De la Torre |
| 2013 | Self-Organization in Parallel Coordinates. Marjan Trutschl, Phillip Kilgore, Urska Cvek |
| 2013 | Sparseness Controls the Receptive Field Characteristics of V4 Neurons: Generation of Curvature Selectivity in V4. Yasuhiro Hatori, Tatsuroh Mashita, Kô Sakai |
| 2013 | The Imbalance Network and Incremental Evolution for Mobile Robot Nervous System Design. Paul Olivier, Juan-Manuel Moreno Aróstegui |
| 2013 | The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks. Jérémie Cabessa, Alessandro E. P. Villa |
| 2013 | Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural Networks. Pablo Romeu, Francisco Zamora-Martínez, Paloma Botella-Rocamora, Juan Pardo |
| 2013 | Training Computationally Efficient Smartphone-Based Human Activity Recognition Models. Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz |
| 2013 | Two-Layer Vector Perceptron. Vladimir Kryzhanovsky, Irina Zhelavskaya, Juan Antonio Clares Tomas |
| 2013 | Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI). Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | Using Exponential Kernel for Word Sense Disambiguation. Tinghua Wang, Junyang Rao, Dongyan Zhao |
| 2013 | Using the Analytic Feature Framework for the Detection of Occluded Objects. Marvin Struwe, Stephan Hasler, Ute Bauer-Wersing |
| 2013 | Variational Foundations of Online Backpropagation. Salvatore Frandina, Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci |
| 2013 | Vehicle Plate Recognition Using Improved Neocognitron Neural Network. Dmitry Kangin, George Kolev, Plamen Angelov |
| 2013 | Wavelet Neural Networks for Electricity Load Forecasting - Dealing with Border Distortion and Shift Invariance. Mashud Rana, Irena Koprinska |
| 2013 | Wind Power Resource Estimation with Deep Neural Networks. Frank Sehnke, Achim Strunk, Martin Felder, Joris Brombach, Anton Kaifel, Jon Meis |