| 2014 | Adaptive Critical Reservoirs with Power Law Forgetting of Unexpected Input Sequences. | Norbert Michael Mayer |
| 2014 | Improved Adaline Networks for Robust Pattern Classification. | Csar Lincoln C. Mattos, Jos Daniel A. Santos, Guilherme A. Barreto |
| 2014 | Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICA. | Yoshitatsu Matsuda, Kazunori Yamaguchi, Ken-ichiro Nishioka |
| 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 | Excitation/Inhibition Patterns in a System of Coupled Cortical Columns. | Daniel Malagarriga, Alessandro E. P. Villa, Jordi Garca-Ojalvo, Antonio J. Pons Rivero |
| 2014 | Global and Local Rejection Option in Multi-classification Task. | Marcin Luckner |
| 2014 | Leaving Local Optima in Unsupervised Kernel Regression. | Daniel Lckehe, Oliver Kramer |
| 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 Schner |
| 2014 | Content-Boosted Restricted Boltzmann Machine for Recommendation. | Yongqi Liu, Qiuli Tong, Zhao Du, Lantao Hu |
| 2014 | Online Learning of Invariant Object Recognition in a Hierarchical Neural Network. | Markus Lemann, Rolf P. Wrtz |
| 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 | Shape from Shading by Model Inclusive Learning with Simultaneously Estimating Reflection Parameters. | Yasuaki Kuroe, Hajimu Kawakami |
| 2014 | Complexity of Shallow Networks Representing Functions with Large Variations. | Vera Kurkov, Marcello Sanguineti |
| 2014 | High-Dimensional Binary Pattern Classification by Scalar Neural Network Tree. | Vladimir Kryzhanovsky, Magomed Malsagov, Juan Antonio Clares Tomas, Irina Zhelavskaya |
| 2014 | On-line Training of ESN and IP Tuning Effect. | Petia D. Koprinkova-Hristova |
| 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 | Learning Spatial Transformations Using Structured Gain-Field Networks. | Jan Kneissler, Martin V. Butz |
| 2014 | Control of UPOs of Unknown Chaotic Systems via ANN. | Amine M. Khelifa, Abdelkrim Boukabou |
| 2014 | Mix-Matrix Transformation Method for Max-Сut Problem. | Iakov M. Karandashev, Boris Kryzhanovsky |
| 2014 | Improving Deep Neural Network Performance by Reusing Features Trained with Transductive Transference. | Chetak Kandaswamy, Lus M. Silva, Lus A. Alexandre, Jorge M. Santos, Joaquim Marques de S |
| 2014 | Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural Network. | Jenia Jitsev |
| 2014 | Pre- and Postsynaptic Properties Regulate Synaptic Competition through Spike-Timing-Dependent Plasticity. | Hana Ito, Katsunori Kitano |
| 2014 | Factors Influencing Polychronous Group Sustainability as a Model of Working Memory. | Panagiotis Ioannou, Matthew Casey, Andr Grning |
| 2014 | Global Metric Learning by Gradient Descent. | Jens Hocke, Thomas Martinetz |
| 2014 | An Algorithm for Directed Graph Estimation. | Hideitsu Hino, Atsushi Noda, Masami Tatsuno, Shotaro Akaho, Noboru Murata |