ICANN

Publications

2014

Brian Gardner, Ioana Sporea, André Grüning
Classifying Spike Patterns by Reward-Modulated STDP. ICANN (2014)
Marcin Luckner
Global and Local Rejection Option in Multi-classification Task. ICANN (2014)
Hanchen Xiong, Sándor Szedmák, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
Towards Sparsity and Selectivity: Bayesian Learning of Restricted Boltzmann Machine for Early Visual Features. ICANN (2014)
Marvin Struwe, Stephan Hasler, Ute Bauer-Wersing
A Two-Stage Classifier Architecture for Detecting Objects under Real-World Occlusion Patterns. ICANN (2014)
Dmytro Velychko, Dominik Endres, Nick Taubert, Martin A. Giese
Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. ICANN (2014)
Kaushala Dias, Terry Windeatt
Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal Calibration. ICANN (2014)
Kunihiko Fukushima
One-Shot Learning with Feedback for Multi-layered Convolutional Network. ICANN (2014)
Rui Araújo, Nicolai Waniek, Jörg Conradt
Development of a Dynamically Extendable SpiNNaker Chip Computing Module. ICANN (2014)
Marina Resta
Financial Self-Organizing Maps. ICANN (2014)
Xing Zhang, Siwei Lyu
Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines. ICANN (2014)
Fadi Dornaika, Ihab Kamal Aldine
Instance Selection Using Two Phase Collaborative Neighbor Representation. ICANN (2014)
Jens Hocke, Thomas Martinetz
Global Metric Learning by Gradient Descent. ICANN (2014)
Shigeo Abe
Incremental Input Variable Selection by Block Addition and Block Deletion. ICANN (2014)
Mathis Richter, Jonas Lins, Sebastian Schneegans, Gregor Schöner
A Neural Dynamic Architecture Resolves Phrases about Spatial Relations in Visual Scenes. ICANN (2014)
Ankur Sinha, Jack Jianguo Wang
Bio-mimetic Path Integration Using a Self Organizing Population of Grid Cells. ICANN (2014)
Panagiotis Ioannou, Matthew Casey, André Grüning
Factors Influencing Polychronous Group Sustainability as a Model of Working Memory. ICANN (2014)
Kazuyuki Hara, Kentaro Katahira
Improving the Convergence Property of Soft Committee Machines by Replacing Derivative with Truncated Gaussian Function. ICANN (2014)
Bruno J. T. Fernandes, Diego Rativa
Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z 5). ICANN (2014)
Qi Wang, Joseph F. JáJá
From Maxout to Channel-Out: Encoding Information on Sparse Pathways. ICANN (2014)
Omar Ayad
Learning under Concept Drift with Support Vector Machines. ICANN (2014)
Shasha Wang, Liangxiao Jiang, Chaoqun Li
A CFS-Based Feature Weighting Approach to Naive Bayes Text Classifiers. ICANN (2014)
Yoshihiro Nagano, Norifumi Watanabe, Atsushi Aoyama
Analysis of Neural Circuit for Visual Attention Using Lognormally Distributed Input. ICANN (2014)
Markus Leßmann, Rolf P. Würtz
Online Learning of Invariant Object Recognition in a Hierarchical Neural Network. ICANN (2014)
Yongqi Liu, Qiuli Tong, Zhao Du, Lantao Hu
Content-Boosted Restricted Boltzmann Machine for Recommendation. ICANN (2014)
Redwan Abdo A. Mohammed, Lars Schwabe, Oliver G. Staadt
Towards Context-Dependence Eye Movements Prediction in Smart Meeting Rooms. ICANN (2014)
Torsten Fischer, Oliver Nelles
Merging Strategy for Local Model Networks Based on the Lolimot Algorithm. ICANN (2014)
Christian Bell, Tobias Storck, Yulia Sandamirskaya
Learning to Look: A Dynamic Neural Fields Architecture for Gaze Shift Generation. ICANN (2014)
German Ignacio Parisi, Cornelius Weber, Stefan Wermter
Human Action Recognition with Hierarchical Growing Neural Gas Learning. ICANN (2014)
Abdulrahman Alalshekmubarak, Leslie S. Smith
On Improving the Classification Capability of Reservoir Computing for Arabic Speech Recognition. ICANN (2014)
Luiz C. B. Torres, André P. Lemos, Cristiano Leite Castro, Antônio P. Braga
A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks. ICANN (2014)
Frank-Michael Schleif
Discriminative Fast Soft Competitive Learning. ICANN (2014)
Jenia Jitsev
Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural Network. ICANN (2014)
Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
A Multichannel Convolutional Neural Network for Hand Posture Recognition. ICANN (2014)
Fadi Dornaika, Alireza Bosaghzadeh
Two Subspace-Based Kernel Local Discriminant Embedding. ICANN (2014)
Thomas Kopinski, Alexander Rainer Tassilo Gepperth, Stefan Geisler, Uwe Handmann
Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF Sensors. ICANN (2014)
Bassam Mokbel, Benjamin Paaßen, Barbara Hammer
Efficient Adaptation of Structure Metrics in Prototype-Based Classification. ICANN (2014)
Martin A. Giese
Skeleton Model for the Neurodynamics of Visual Action Representations. ICANN (2014)
Jan Kneissler, Martin V. Butz
Learning Spatial Transformations Using Structured Gain-Field Networks. ICANN (2014)
Indar Sugiarto, Jörg Conradt
Factor Graph Inference Engine on the SpiNNaker Neural Computing System. ICANN (2014)
Hideitsu Hino, Noboru Murata
A Non-parametric Maximum Entropy Clustering. ICANN (2014)
Sho Sonoda, Noboru Murata
Sampling Hidden Parameters from Oracle Distribution. ICANN (2014)
Daniel Malagarriga, Alessandro E. P. Villa, Jordi García-Ojalvo, Antonio J. Pons Rivero
Excitation/Inhibition Patterns in a System of Coupled Cortical Columns. ICANN (2014)
Ammara Masood, Adel Ali Al-Jumaily, Tariq Adnan
Development of Automated Diagnostic System for Skin Cancer: Performance Analysis of Neural Network Learning Algorithms for Classification. ICANN (2014)
Bassam A. Almogahed, Ioannis A. Kakadiaris
Empowering Imbalanced Data in Supervised Learning: A Semi-supervised Learning Approach. ICANN (2014)
Oliver Lomp, Kasim Terzic, Christian Faubel, J. M. Hans du Buf, Gregor Schöner
Instance-Based Object Recognition with Simultaneous Pose Estimation Using Keypoint Maps and Neural Dynamics. ICANN (2014)
Jonathan Strahl, Timo Honkela, Paul Wagner
A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. ICANN (2014)
Seiya Satoh, Ryohei Nakano
Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space. ICANN (2014)
Gang Yang, Xirong Li, Jieping Xu, Qin Jin
Structure Perturbation Optimization for Hopfield-Type Neural Networks. ICANN (2014)
Jérémie Cabessa, Alessandro E. P. Villa
Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal. ICANN (2014)

volume 8681, 2014

Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings ICANN 8681 (2014)