| 2017 | The Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks. | Miguel D. de S. Wanderley, Leonardo de A. e Bueno, Cleber Zanchettin, Adriano L. I. Oliveira |
| 2017 | Ontology Alignment with Weightless Neural Networks. | Thais Viana, Carla Delgado, Joo C. P. da Silva, Priscila Lima |
| 2017 | The Variational Coupled Gaussian Process Dynamical Model. | Dmytro Velychko, Benjamin Knopp, Dominik M. Endres |
| 2017 | Perceptron-Based Ensembles and Binary Decision Trees for Malware Detection. | Cristina Vatamanu, Doina Cosovan, Dragos Gavrilut, Henri Luchian |
| 2017 | Information Bottleneck in Control Tasks with Recurrent Spiking Neural Networks. | Madhavun Candadai Vasu, Eduardo J. Izquierdo |
| 2017 | Estimation of the Change of Agents Behavior Strategy Using State-Action History. | Shihori Uchida, Shigeyuki Oba, Shin Ishii |
| 2017 | Link Enrichment for Diffusion-Based Graph Node Kernels. | Dinh Tran-Van, Alessandro Sperduti, Fabrizio Costa |
| 2017 | A Deep Learning Approach to Detect Distracted Drivers Using a Mobile Phone. | Renato Hidaka Torres, Orlando Ohashi, Eduardo Carvalho, Gustavo Pessin |
| 2017 | Semi-supervised Phoneme Recognition with Recurrent Ladder Networks. | Marian Tietz, Tayfun Alpay, Johannes Twiefel, Stefan Wermter |
| 2017 | Towards Grasping with Spiking Neural Networks for Anthropomorphic Robot Hands. | Juan Camilo Vasquez Tieck, Heiko Donat, Jacques Kaiser, Igor Peric, Stefan Ulbrich, Arne Roennau, Johann Marius Zllner, Rdiger Dillmann |
| 2017 | Chinese Lexical Normalization Based on Information Extraction: An Experimental Study. | Tian Tian, Weiran Xu |
| 2017 | Obstacle Avoidance by Profit Sharing Using Self-Organizing Map-Based Probabilistic Associative Memory. | Daisuke Temma, Yuko Osana |
| 2017 | Classifying Bio-Inspired Model of Point-Light Human Motion Using Echo State Networks. | Pattreeya Tanisaro, Constantin Lehman, Leon Ren Stfeld, Gordon Pipa, Gunther Heidemann |
| 2017 | Word Embedding Dropout and Variable-Length Convolution Window in Convolutional Neural Network for Sentiment Classification. | Shangdi Sun, Xiaodong Gu |
| 2017 | Learning a Peripersonal Space Representation as a Visuo-Tactile Prediction Task. | Zdenek Straka, Matej Hoffmann |
| 2017 | Model-Aware Representation Learning for Categorical Data with Hierarchical Couplings. | Jianglong Song, Chengzhang Zhu, Wentao Zhao, Wenjie Liu, Qiang Liu |
| 2017 | Modularity-Driven Kernel k-means for Community Detection. | Felix Sommer, Franois Fouss, Marco Saerens |
| 2017 | On Combining Clusterwise Linear Regression and K-Means with Automatic Weighting of the Explanatory Variables. | Ricardo A. M. da Silva, Francisco de A. T. de Carvalho |
| 2017 | Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns. | Severin Sidler, Angeliki Pantazi, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou |
| 2017 | Algorithms for Obtaining Parsimonious Higher Order Neurons. | Can Eren Sezener, Erhan ztop |
| 2017 | Indefinite Support Vector Regression. | Frank-Michael Schleif |
| 2017 | Interplay of STDP and Dendritic Plasticity in a Hippocampal CA1 Pyramidal Neuron Model. | Ausra Saudargiene, Rokas Jackevicius, Bruce P. Graham |
| 2017 | Towards an Accurate Identification of Pyloric Neuron Activity with VSDi. | Filipa dos Santos, Peter Andras, K. P. Lam |
| 2017 | Translation-Invariant Neural Responses as Variational Messages in a Bayesian Network Model. | Takashi Sano, Yuuji Ichisugi |
| 2017 | Adaptively Learning Levels of Coordination from One's, Other's and Task Related Errors Through a Cerebellar Circuit: A Dual Cart-Pole Setup. | Mart Snchez-Fibla, Giovanni Maffei, Paul F. M. J. Verschure |