Issue 2/2016
Special Issue: Neural Networks for Vision and Robotics
Content (17 Articles)
Editorial: Neural Processing Letters Special Issue on “Neural Networks for Vision and Robotics”
J. Garcia-Rodriguez, A. Psarrou, A. Lewis, A. Angelopoulou, M. Cazorla
Asynchronous Event-based Cooperative Stereo Matching Using Neuromorphic Silicon Retinas
Mohsen Firouzi, Jörg Conradt
A Scale and Translation Invariant Approach for Early Classification of Spatio-Temporal Patterns Using Spiking Neural Networks
Banafsheh Rekabdar, Monica Nicolescu, Mircea Nicolescu, Mohammad Taghi Saffar, Richard Kelley
Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video
Francisco J. López-Rubio, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio, Rafael M. Luque-Baena
A Novel Prediction Method for Early Recognition of Global Human Behaviour in Image Sequences
Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo, Jose Garcia-Rodriguez
Adaptive Convolutional Neural Network and Its Application in Face Recognition
Yuanyuan Zhang, Dong Zhao, Jiande Sun, Guofeng Zou, Wentao Li
3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction
Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla, Jose Antonio Serra Perez, Alberto Garcia-Garcia
Neural Control for Driving a Mobile Robot Integrating Stereo Vision Feedback
Michel Lopez-Franco, Edgar N. Sanchez, Alma Y. Alanis, Carlos López-Franco
Stacked Autoencoders Using Low-Power Accelerated Architectures for Object Recognition in Autonomous Systems
Joao Maria, Joao Amaro, Gabriel Falcao, Luís A. Alexandre
Real-Time Model-Based Video Stabilization for Microaerial Vehicles
Wilbert G. Aguilar, Cecilio Angulo
Introducing Synaptic Delays in the NEAT Algorithm to Improve Modelling in Cognitive Robotics
P. Caamaño, R. Salgado, F. Bellas, R. J. Duro
Human Age Estimation by Considering both the Ordinality and Similarity of Ages
Qing Tian, Hui Xue, Lishan Qiao
Neural Mechanism of Corticofugal Modulation of Tuning Property in Frequency Domain of Bat’s Auditory System
Kazuhisa Fujita, Yoshiki Kashimori
Exponential Stability of Switched Time-varying Delayed Neural Networks with All Modes Being Unstable
Jiangtao Qi, Chuandong Li, Tingwen Huang, Wei Zhang
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates
Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita
Dispersion Constraint Based Non-negative Sparse Coding Model
Xin Wang, Can Wang, Li Shang, Zhan-Li Sun