| 2014 | A CFS-Based Feature Weighting Approach to Naive Bayes Text Classifiers. Shasha Wang, Liangxiao Jiang, Chaoqun Li |
| 2014 | A Deep Dynamic Binary Neural Network and Its Application to Matrix Converters. Jungo Moriyasu, Toshimichi Saito |
| 2014 | A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. Jonathan Strahl, Timo Honkela, Paul Wagner |
| 2014 | A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks. Luiz C. B. Torres, André P. Lemos, Cristiano Leite Castro, Antônio P. Braga |
| 2014 | A Multichannel Convolutional Neural Network for Hand Posture Recognition. Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2014 | A Neural Dynamic Architecture Resolves Phrases about Spatial Relations in Visual Scenes. Mathis Richter, Jonas Lins, Sebastian Schneegans, Gregor Schöner |
| 2014 | A Non-parametric Maximum Entropy Clustering. Hideitsu Hino, Noboru Murata |
| 2014 | A Non-stationary Infinite Partially-Observable Markov Decision Process. Sotirios P. Chatzis, Dimitrios I. Kosmopoulos |
| 2014 | A Two-Stage Classifier Architecture for Detecting Objects under Real-World Occlusion Patterns. Marvin Struwe, Stephan Hasler, Ute Bauer-Wersing |
| 2014 | Adaptive Critical Reservoirs with Power Law Forgetting of Unexpected Input Sequences. Norbert Michael Mayer |
| 2014 | An Algorithm for Directed Graph Estimation. Hideitsu Hino, Atsushi Noda, Masami Tatsuno, Shotaro Akaho, Noboru Murata |
| 2014 | An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks. Xavier Hinaut, Stefan Wermter |
| 2014 | Analysis of Neural Circuit for Visual Attention Using Lognormally Distributed Input. Yoshihiro Nagano, Norifumi Watanabe, Atsushi Aoyama |
| 2014 | Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings Stefan Wermter, Cornelius Weber, Wlodzislaw Duch, Timo Honkela, Petia D. Koprinkova-Hristova, Sven Magg, Günther Palm, Alessandro E. P. Villa |
| 2014 | Attractor Metadynamics in Adapting Neural Networks. Claudius Gros, Mathias Linkerhand, Valentin Walther |
| 2014 | Basic Feature Quantities of Digital Spike Maps. Hiroki Yamaoka, Narutoshi Horimoto, Toshimichi Saito |
| 2014 | Bio-mimetic Path Integration Using a Self Organizing Population of Grid Cells. Ankur Sinha, Jack Jianguo Wang |
| 2014 | Chinese Image Character Recognition Using DNN and Machine Simulated Training Samples. Jinfeng Bai, Zhineng Chen, Bailan Feng, Bo Xu |
| 2014 | Classification with Reject Option Using the Self-Organizing Map. Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme De A. Barreto |
| 2014 | Classifying Spike Patterns by Reward-Modulated STDP. Brian Gardner, Ioana Sporea, André Grüning |
| 2014 | Comparative Study of Accuracies on the Family of the Recursive-Rule Extraction Algorithm. Yoichi Hayashi, Yuki Tanaka, Shota Fujisawa, Tomoki Izawa |
| 2014 | Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space. Seiya Satoh, Ryohei Nakano |
| 2014 | Complexity of Shallow Networks Representing Functions with Large Variations. Vera Kurková, Marcello Sanguineti |
| 2014 | Content-Boosted Restricted Boltzmann Machine for Recommendation. Yongqi Liu, Qiuli Tong, Zhao Du, Lantao Hu |
| 2014 | Contingent Features for Reinforcement Learning. Nathan Sprague |
| 2014 | Control of UPOs of Unknown Chaotic Systems via ANN. Amine M. Khelifa, Abdelkrim Boukabou |
| 2014 | Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. Dmytro Velychko, Dominik M. Endres, Nick Taubert, Martin A. Giese |
| 2014 | Development of Automated Diagnostic System for Skin Cancer: Performance Analysis of Neural Network Learning Algorithms for Classification. Ammara Masood, Adel Ali Al-Jumaily, Tariq Adnan |
| 2014 | Development of a Dynamically Extendable SpiNNaker Chip Computing Module. Rui Araújo, Nicolai Waniek, Jörg Conradt |
| 2014 | Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICA. Yoshitatsu Matsuda, Kazunori Yamaguchi, Ken-ichiro Nishioka |
| 2014 | Discriminative Fast Soft Competitive Learning. Frank-Michael Schleif |
| 2014 | Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence Learning. Sebastian Otte, Marcus Liwicki, Andreas Zell |
| 2014 | Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal Calibration. Kaushala Dias, Terry Windeatt |
| 2014 | Efficient Adaptation of Structure Metrics in Prototype-Based Classification. Bassam Mokbel, Benjamin Paaßen, Barbara Hammer |
| 2014 | Empowering Imbalanced Data in Supervised Learning: A Semi-supervised Learning Approach. Bassam A. Almogahed, Ioannis A. Kakadiaris |
| 2014 | Event-Based Visual Data Sets for Prediction Tasks in Spiking Neural Networks. Tingting (Amy) Gibson, Scott Heath, Robert P. Quinn, Alexia H. Lee, Joshua T. Arnold, Tharun S. Sonti, Andrew Whalley, George P. Shannon, Brian T. Song, James A. Henderson, Janet Wiles |
| 2014 | Excitation/Inhibition Patterns in a System of Coupled Cortical Columns. Daniel Malagarriga, Alessandro E. P. Villa, Jordi García-Ojalvo, Antonio J. Pons Rivero |
| 2014 | Factor Graph Inference Engine on the SpiNNaker Neural Computing System. Indar Sugiarto, Jörg Conradt |
| 2014 | Factors Influencing Polychronous Group Sustainability as a Model of Working Memory. Panagiotis Ioannou, Matthew Casey, André Grüning |
| 2014 | Fast Sensitivity-Based Training of BP-Networks. Iveta Mrázová, Zuzana Petrícková |
| 2014 | Financial Self-Organizing Maps. Marina Resta |
| 2014 | Flexible Cue Integration by Line Attraction Dynamics and Divisive Normalization. Mohsen Firouzi, Stefan Glasauer, Jörg Conradt |
| 2014 | From Maxout to Channel-Out: Encoding Information on Sparse Pathways. Qi Wang, Joseph F. JáJá |
| 2014 | Global Metric Learning by Gradient Descent. Jens Hocke, Thomas Martinetz |
| 2014 | Global and Local Rejection Option in Multi-classification Task. Marcin Luckner |
| 2014 | High-Dimensional Binary Pattern Classification by Scalar Neural Network Tree. Vladimir Kryzhanovsky, Magomed Malsagov, Juan Antonio Clares Tomas, Irina Zhelavskaya |
| 2014 | How Visual Attention and Suppression Facilitate Object Recognition? Frederik Beuth, Amirhossein Jamalian, Fred H. Hamker |
| 2014 | Human Action Recognition with Hierarchical Growing Neural Gas Learning. German Ignacio Parisi, Cornelius Weber, Stefan Wermter |
| 2014 | Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions. Jorge Luis Reyes-Ortiz, Luca Oneto, Alessandro Ghio, Albert Samà, Davide Anguita, Xavier Parra |
| 2014 | Improved Adaline Networks for Robust Pattern Classification. César Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto |
| 2014 | Improving Deep Neural Network Performance by Reusing Features Trained with Transductive Transference. Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Jorge M. Santos, Joaquim Marques de Sá |
| 2014 | Improving Humanoid Robot Speech Recognition with Sound Source Localisation. Jorge Dávila-Chacón, Johannes Twiefel, Jindong Liu, Stefan Wermter |
| 2014 | Improving the Convergence Property of Soft Committee Machines by Replacing Derivative with Truncated Gaussian Function. Kazuyuki Hara, Kentaro Katahira |
| 2014 | Incorporating Scale Invariance into the Cellular Associative Neural Network. Nathan Burles, Simon O'Keefe, James Austin |
| 2014 | Incremental Input Variable Selection by Block Addition and Block Deletion. Shigeo Abe |
| 2014 | Instance Selection Using Two Phase Collaborative Neighbor Representation. Fadi Dornaika, Ihab Kamal Aldine |
| 2014 | Instance-Based Object Recognition with Simultaneous Pose Estimation Using Keypoint Maps and Neural Dynamics. Oliver Lomp, Kasim Terzic, Christian Faubel, J. M. Hans du Buf, Gregor Schöner |
| 2014 | Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal. Jérémie Cabessa, Alessandro E. P. Villa |
| 2014 | Interactive Language Understanding with Multiple Timescale Recurrent Neural Networks. Stefan Heinrich, Stefan Wermter |
| 2014 | Latency-Based Probabilistic Information Processing in Recurrent Neural Hierarchies. Alexander Gepperth, Mathieu Lefort |
| 2014 | Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z 5). Bruno J. T. Fernandes, Diego Rativa |
| 2014 | Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho |
| 2014 | Learning Anisotropic RBF Kernels. Fabio Aiolli, Michele Donini |
| 2014 | Learning Spatial Transformations Using Structured Gain-Field Networks. Jan Kneissler, Martin V. Butz |
| 2014 | Learning and Recognition of Multiple Fluctuating Temporal Patterns Using S-CTRNN. Shingo Murata, Hiroaki Arie, Tetsuya Ogata, Jun Tani, Shigeki Sugano |
| 2014 | Learning to Look: A Dynamic Neural Fields Architecture for Gaze Shift Generation. Christian Bell, Tobias Storck, Yulia Sandamirskaya |
| 2014 | Learning under Concept Drift with Support Vector Machines. Omar Ayad |
| 2014 | Leaving Local Optima in Unsupervised Kernel Regression. Daniel Lückehe, Oliver Kramer |
| 2014 | Local Rejection Strategies for Learning Vector Quantization. Lydia Fischer, Barbara Hammer, Heiko Wersing |
| 2014 | Location-Dependent Dendritic Computation in a Modeled Striatal Projection Neuron. Youwei Zheng, Lars Schwabe, Joshua L. Plotkin |
| 2014 | Memory Capacity of Input-Driven Echo State Networks at the Edge of Chaos. Peter Barancok, Igor Farkas |
| 2014 | Merging Strategy for Local Model Networks Based on the Lolimot Algorithm. Torsten Fischer, Oliver Nelles |
| 2014 | Minimizing Computation in Convolutional Neural Networks. Jason Cong, Bingjun Xiao |
| 2014 | Mix-Matrix Transformation Method for Max-Сut Problem. Iakov M. Karandashev, Boris Kryzhanovsky |
| 2014 | Model-Based Identification of EEG Markers for Learning Opportunities in an Associative Learning Task with Delayed Feedback. Felix Putze, Daniel V. Holt, Tanja Schultz, Joachim Funke |
| 2014 | Modeling of Chaotic Time Series by Interval Type-2 NEO-Fuzzy Neural Network. Yancho Todorov, Margarita Terzyiska |
| 2014 | Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of Partial Concentrations of Salts in Multi-сomponent Water Solutions. Sergey Dolenko, Sergey Burikov, Tatiana A. Dolenko, Alexander Efitorov, Kirill Gushchin, Igor Persiantsev |
| 2014 | Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF Sensors. Thomas Kopinski, Alexander Rainer Tassilo Gepperth, Stefan Geisler, Uwe Handmann |
| 2014 | On Improving the Classification Capability of Reservoir Computing for Arabic Speech Recognition. Abdulrahman Alalshekmubarak, Leslie S. Smith |
| 2014 | On-line Training of ESN and IP Tuning Effect. Petia D. Koprinkova-Hristova |
| 2014 | One-Shot Learning with Feedback for Multi-layered Convolutional Network. Kunihiko Fukushima |
| 2014 | Online Learning of Invariant Object Recognition in a Hierarchical Neural Network. Markus Leßmann, Rolf P. Würtz |
| 2014 | Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBN. Kratarth Goel, Raunaq Vohra, Jajati Keshari Sahoo |
| 2014 | Pre- and Postsynaptic Properties Regulate Synaptic Competition through Spike-Timing-Dependent Plasticity. Hana Ito, Katsunori Kitano |
| 2014 | Precise Wind Power Prediction with SVM Ensemble Regression. Justin Heinermann, Oliver Kramer |
| 2014 | Quantifying the Effect of Meaning Variation in Survey Analysis. Henri Sintonen, Juha Raitio, Timo Honkela |
| 2014 | RatSLAM on Humanoids - A Bio-Inspired SLAM Model Adapted to a Humanoid Robot. Stefan Müller, Cornelius Weber, Stefan Wermter |
| 2014 | Real-Time Anomaly Detection with a Growing Neural Gas. Nicolai Waniek, Simon Bremer, Jörg Conradt |
| 2014 | Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning. Sigurd Spieckermann, Siegmund Düll, Steffen Udluft, Thomas A. Runkler |
| 2014 | Row-Action Projections for Nonnegative Matrix Factorization. Rafal Zdunek |
| 2014 | Sampling Hidden Parameters from Oracle Distribution. Sho Sonoda, Noboru Murata |
| 2014 | Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural Network. Jenia Jitsev |
| 2014 | Sensorimotor Control Learning Using a New Adaptive Spiking Neuro-Fuzzy Machine, Spike-IDS and STDP. Mohsen Firouzi, Saeed Bagheri Shouraki, Jörg Conradt |
| 2014 | Shape from Shading by Model Inclusive Learning with Simultaneously Estimating Reflection Parameters. Yasuaki Kuroe, Hajimu Kawakami |
| 2014 | Skeleton Model for the Neurodynamics of Visual Action Representations. Martin A. Giese |
| 2014 | Sparse Single-Hidden Layer Feedforward Network for Mapping Natural Language Questions to SQL Queries. Issam H. Laradji, Lahouari Ghouti, Faisal Saleh, Musab A. Alturki |
| 2014 | Structure Perturbation Optimization for Hopfield-Type Neural Networks. Gang Yang, Xirong Li, Jieping Xu, Qin Jin |
| 2014 | Structured Prediction for Object Detection in Deep Neural Networks. Hannes Schulz, Sven Behnke |
| 2014 | The Importance of Physiological Noise Regression in High Temporal Resolution fMRI. Norman Scheel, Catie Chang, Amir Madany Mamlouk |
| 2014 | Tool-Body Assimilation Model Based on Body Babbling and a Neuro-Dynamical System for Motion Generation. Kuniyuki Takahashi, Tetsuya Ogata, Hadi Tjandra, Shingo Murata, Hiroaki Arie, Shigeki Sugano |
| 2014 | Towards Context-Dependence Eye Movements Prediction in Smart Meeting Rooms. Redwan Abdo A. Mohammed, Lars Schwabe, Oliver G. Staadt |
| 2014 | Towards Sparsity and Selectivity: Bayesian Learning of Restricted Boltzmann Machine for Early Visual Features. Hanchen Xiong, Sándor Szedmák, Antonio Jose Rodríguez-Sánchez, Justus H. Piater |
| 2014 | Two Subspace-Based Kernel Local Discriminant Embedding. Fadi Dornaika, Alireza Bosaghzadeh |
| 2014 | Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines. Xing Zhang, Siwei Lyu |
| 2014 | Visualizing Hierarchical Representation in a Multilayered Restricted RBF Network. Pitoyo Hartono, Paul Hollensen, Thomas Trappenberg |
| 2014 | sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action Recognition. Thomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert |