Autonomous learning of disparity-vergence behavior through distributed coding and population reward: Basic mechanisms and real-world conditioning on a robot stereo head
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Fabio Solari | Andrea Canessa | Agostino Gibaldi | Silvio P. Sabatini | S. Sabatini | F. Solari | A. Canessa | A. Gibaldi | Agostino Gibaldi
[1] Richard S. Sutton,et al. Introduction to Reinforcement Learning , 1998 .
[2] R. Leigh,et al. The neurology of eye movements , 1984 .
[3] David J. Field,et al. Emergence of simple-cell receptive field properties by learning a sparse code for natural images , 1996, Nature.
[4] Manuela Chessa,et al. A Fast Joint Bioinspired Algorithm for Optic Flow and Two-Dimensional Disparity Estimation , 2009, ICVS.
[5] Yu Zhao,et al. Autonomous learning of active multi-scale binocular vision , 2013, 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL).
[6] Robert S. Allison,et al. Coarse-fine dichotomies in human stereopsis , 2009, Vision Research.
[7] Bertram E. Shi,et al. Joint development of disparity tuning and vergence control , 2011, 2011 IEEE International Conference on Development and Learning (ICDL).
[8] J. Daugman. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. , 1985, Journal of the Optical Society of America. A, Optics and image science.
[9] B. G. Cumming,et al. Responses of primary visual cortical neurons to binocular disparity without depth perception , 1997, Nature.
[10] John L. Semmlow,et al. Model-based analysis of dynamics in vergence adaptation , 2001, IEEE Trans. Biomed. Eng..
[11] R Held,et al. The development of eye alignment, convergence, and sensory binocularity in young infants. , 1994, Investigative ophthalmology & visual science.
[12] David J. Fleet,et al. Modelling binocular neurons in the primary visual cortex , 1997 .
[13] Manuela Chessa,et al. How a Population-based Representation of Binocular Visual Signal Can Intrinsically Mediate Autonomous Learning of Vergence Control , 2012, INNS-WC.
[14] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[15] E. Oja. Simplified neuron model as a principal component analyzer , 1982, Journal of mathematical biology.
[16] R. Held,et al. Stereoacuity development for crossed and uncrossed disparities in human infants , 1982, Vision Research.
[17] Gregory C. DeAngelis,et al. Depth is encoded in the visual cortex by a specialized receptive field structure , 1991, Nature.
[18] F. A. Miles,et al. Vergence eye movements in response to binocular disparity without depth perception , 1997, Nature.
[19] Manuela Chessa,et al. A cortical model for binocular vergence control without explicit calculation of disparity , 2010, Neurocomputing.
[20] I. Ohzawa,et al. Encoding of binocular disparity by complex cells in the cat's visual cortex. , 1996, Journal of neurophysiology.
[21] Tomaso A. Poggio,et al. A Canonical Neural Circuit for Cortical Nonlinear Operations , 2008, Neural Computation.
[22] A. Parker,et al. Quantitative analysis of the responses of V1 neurons to horizontal disparity in dynamic random-dot stereograms. , 2002, Journal of neurophysiology.
[23] Manuela Chessa,et al. A Hierarchical System for a Distributed Representation of the Peripersonal Space of a Humanoid Robot , 2014, IEEE Transactions on Autonomous Mental Development.
[24] Bertram E. Shi,et al. Improved Binocular Vergence Control via a Neural Network That Maximizes an Internally Defined Reward , 2011, IEEE Transactions on Autonomous Mental Development.
[25] Patricia Shaw,et al. A biologically constrained architecture for developmental learning of eye–head gaze control on a humanoid robot , 2013, Auton. Robots.
[26] Yu Zhao,et al. A unified model of the joint development of disparity selectivity and vergence control , 2012, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL).
[27] Manuela Chessa,et al. A neural model for binocular vergence control without explicit calculation of disparity , 2009, ESANN.
[28] David J. Fleet,et al. Neural encoding of binocular disparity: Energy models, position shifts and phase shifts , 1996, Vision Research.
[29] Bertram E. Shi,et al. Autonomous Development of Vergence Control Driven by Disparity Energy Neuron Populations , 2010, Neural Computation.
[30] Manuela Chessa,et al. Calibrated depth and color cameras for accurate 3D interaction in a stereoscopic augmented reality environment , 2014, J. Vis. Commun. Image Represent..
[31] Yang Liu,et al. Disparity statistics in natural scenes. , 2008, Journal of vision.
[32] Harold E. Bedell,et al. Pooling signals from vertically and non-vertically orientation-tuned disparity mechanisms in human stereopsis , 2006, Vision Research.
[33] Fabio Solari,et al. A compact harmonic code for early vision based on anisotropic frequency channels , 2010, Comput. Vis. Image Underst..
[34] Zhaoping Li,et al. Efficient stereo coding in the multiscale representation , 1994 .
[35] George K. Hung,et al. A Dual-Mode Dynamic Model of the Vergence Eye Movement System , 1986, IEEE Transactions on Biomedical Engineering.
[36] Giorgio Cannata,et al. Implementation of Listing's Law for a Tendon Driven Robot Eye , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[37] Manuela Chessa,et al. A neuromorphic control module for real-time vergence eye movements on the iCub robot head , 2011, 2011 11th IEEE-RAS International Conference on Humanoid Robots.
[38] Aapo Hyvärinen,et al. A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images , 2001, Vision Research.
[39] Wolfgang Maass,et al. A Reward-Modulated Hebbian Learning Rule Can Explain Experimentally Observed Network Reorganization in a Brain Control Task , 2010, The Journal of Neuroscience.
[40] Juyang Weng,et al. Developmental Stereo: Emergence of Disparity Preference in Models of the Visual Cortex , 2009, IEEE Transactions on Autonomous Mental Development.
[41] H. Öğmen,et al. PII: S0042-6989(96)00279-9 , 1997 .
[42] Hanspeter A. Mallot,et al. Phase-based binocular vergence control and depth reconstruction using active vision , 1994 .
[43] Patrick D. Roberts,et al. Computational Consequences of Temporally Asymmetric Learning Rules: I. Differential Hebbian Learning , 1999, Journal of Computational Neuroscience.
[44] J. Triesch,et al. Emergence of Disparity Tuning during the Development of Vergence Eye Movements , 2007, 2007 IEEE 6th International Conference on Development and Learning.
[45] I. Ohzawa,et al. Stereoscopic depth discrimination in the visual cortex: neurons ideally suited as disparity detectors. , 1990, Science.
[46] Chuan Yi Tang,et al. A 2.|E|-Bit Distributed Algorithm for the Directed Euler Trail Problem , 1993, Inf. Process. Lett..
[47] Jean-Baptiste Durand,et al. Neural bases of stereopsis across visual field of the alert macaque monkey. , 2007, Cerebral cortex.
[48] Bertram E. Shi,et al. The role of orientation diversity in binocular vergence control , 2011, The 2011 International Joint Conference on Neural Networks.
[49] Radu Horaud,et al. Cyclopean Geometry of Binocular Vision , 2008, Journal of the Optical Society of America. A, Optics, image science, and vision.
[50] A. Parker,et al. Range and mechanism of encoding of horizontal disparity in macaque V1. , 2002, Journal of neurophysiology.
[51] Agostino Gibaldi,et al. Learning Eye Vergence Control from a Distributed Disparity Representation , 2010, Int. J. Neural Syst..
[52] K. Fujii,et al. Visualization for the analysis of fluid motion , 2005, J. Vis..
[53] Giorgio Metta,et al. Design of the robot-cub (iCub) head , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..