| 2017 | Robust and Adaptable Motor Command Representation with Sparse Coding. | Nobuhiro Hinakawa, Katsunori Kitano |
| 2017 | GNMF Revisited: Joint Robust k-NN Graph and Reconstruction-Based Graph Regularization for Image Clustering. | Feng Gu, Wenju Zhang, Xiang Zhang, Chenxu Wang, Xuhui Huang, Zhigang Luo |
| 2017 | Exploiting Recurrent Neural Networks in the Forecasting of Bees' Level of Activity. | Pedro A. B. Gomes, Eduardo C. de Carvalho, Helder M. Arruda, Paulo A. de Souza, Gustavo Pessin |
| 2017 | A Novel Image Tag Completion Method Based on Convolutional Neural Transformation. | Yanyan Geng, Guohui Zhang, Weizhi Li, Yi Gu, Ru-Ze Liang, Gaoyuan Liang, Jingbin Wang, Yanbin Wu, Nitin Patil, Jingyan Wang |
| 2017 | Detection of Diabetic Retinopathy Based on a Convolutional Neural Network Using Retinal Fundus Images. | Gabriel Garca, Jhair Gallardo, Antoni Mauricio, Jorge Lpez, Christian Del Carpio |
| 2017 | On the Performance of Classic and Deep Neural Models in Image Recognition. | Ricardo Garca-Rdenas, Luis Jimenez Linares, Julio Alberto Lpez-Gmez |
| 2017 | Improving Our Understanding of the Behavior of Bees Through Anomaly Detection Techniques. | Fernando Gama, Helder M. Arruda, Hanna V. Carvalho, Paulo A. de Souza, Gustavo Pessin |
| 2017 | Generalized Entropy Cost Function in Neural Networks. | Krzysztof Gajowniczek, Leszek J. Chmielewski, Arkadiusz Orlowski, Tomasz S. Zabkowski |
| 2017 | Implementation of Learning Mechanisms on a Cat-Scale Cerebellar Model and Its Simulation. | Wataru Furusho, Tadashi Yamazaki |
| 2017 | Convolutional Neural Network for Pixel-Wise Skyline Detection. | Darian Frajberg, Piero Fraternali, Rocio Nahime Torres |
| 2017 | Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning. | Adrian-Catalin Florea, John Anvik, Razvan Andonie |
| 2017 | Comparing Action Sets: Mutual Information as a Measure of Control. | Sascha Fleer, Helge J. Ritter |
| 2017 | Attention Focused Spatial Pyramid Pooling for Boxless Action Recognition in Still Images. | Weijiang Feng, Xiang Zhang, Xuhui Huang, Zhigang Luo |
| 2017 | Enhancements on the Modified Stochastic Synaptic Model: The Functional Heterogeneity. | Karim El-Laithy, Martin Bogdan |
| 2017 | Compressing Neural Networks by Applying Frequent Item-Set Mining. | Zi-Yi Dou, Shujian Huang, Yi-Fan Su |
| 2017 | Accelerating Training of Deep Neural Networks via Sparse Edge Processing. | Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel |
| 2017 | Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity. | Carine A. Dantas, Rmulo de O. Nunes, Anne M. P. Canuto, Joo C. Xavier Junior |
| 2017 | DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders. | Ido Cohen, Eli (Omid) David, Nathan S. Netanyahu, Noa Liscovitch, Gal Chechik |
| 2017 | PSO-RBFNN: A PSO-Based Clustering Approach for RBFNN Design to Classify Disease Data. | Ramalingaswamy Cheruku, Damodar Reddy Edla, Venkatanareshbabu Kuppili, Dharavath Ramesh |
| 2017 | Generalising the Discriminative Restricted Boltzmann Machines. | Srikanth Cherla, Son Ngoc Tran, Artur S. d'Avila Garcez, Tillman Weyde |
| 2017 | Performance Comparison of Machine Learning Algorithms for EEG-Signal-Based Emotion Recognition. | Peng Chen, Jianhua Zhang |
| 2017 | Transfer Information Energy: A Quantitative Causality Indicator Between Time Series. | Angel Cataron, Razvan Andonie |
| 2017 | On the Estimation of Pollen Density on Non-target Lepidoptera Food Plant Leaves in Bt-Maize Exposure Models: Open Problems and Possible Neural Network-Based Solutions. | Francesco Camastra, Angelo Ciaramella, Antonino Staiano |
| 2017 | Biomedical Data Augmentation Using Generative Adversarial Neural Networks. | Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina |
| 2017 | Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning Procedure. | Jrmie Cabessa, Alessandro E. P. Villa |