Neurorobotics: From Vision to Action

[1]  G. Rizzolatti,et al.  Premotor cortex and the recognition of motor actions. , 1996, Brain research. Cognitive brain research.

[2]  Giulio Sandini,et al.  The Use of Phonetic Motor Invariants Can Improve Automatic Phoneme Discrimination , 2011, PloS one.

[3]  S. Schaal,et al.  Computational motor control in humans and robots , 2005, Current Opinion in Neurobiology.

[4]  Aude Billard,et al.  Learning Stable Nonlinear Dynamical Systems With Gaussian Mixture Models , 2011, IEEE Transactions on Robotics.

[5]  K. Doya,et al.  A unifying computational framework for motor control and social interaction. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[6]  W. Walter The Living Brain , 1963 .

[7]  H. Sakata,et al.  The TINS Lecture The parietal association cortex in depth perception and visual control of hand action , 1997, Trends in Neurosciences.

[8]  Michael A. Arbib,et al.  Recognizing speech in a novel accent: the motor theory of speech perception reframed , 2013, Biological Cybernetics.

[9]  M. Goodale,et al.  Separate visual pathways for perception and action , 1992, Trends in Neurosciences.

[10]  G. Rizzolatti,et al.  Action recognition in the premotor cortex. , 1996, Brain : a journal of neurology.

[11]  D I Perrett,et al.  Organization and functions of cells responsive to faces in the temporal cortex. , 1992, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[12]  Patrick van der Smagt,et al.  Visual feedback in motion , 1997 .

[13]  G. Rizzolatti,et al.  Speech listening specifically modulates the excitability of tongue muscles: a TMS study , 2002, The European journal of neuroscience.

[14]  L. Nadel,et al.  The Hippocampus as a Cognitive Map , 1978 .

[15]  Reza Shadmehr,et al.  Quantifying Generalization from Trial-by-Trial Behavior of Adaptive Systems that Learn with Basis Functions: Theory and Experiments in Human Motor Control , 2003, The Journal of Neuroscience.

[16]  G. Rizzolatti,et al.  Parietal Lobe: From Action Organization to Intention Understanding , 2005, Science.

[17]  K. Akert,et al.  The cerebellum as a neuronal machine , 1969 .

[18]  Leonardo Fogassi,et al.  Mirror Neurons Responding to Observation of Actions Made with Tools in Monkey Ventral Premotor Cortex , 2005, Journal of Cognitive Neuroscience.

[19]  Giacomo Rizzolatti,et al.  Grasping movements: visuomotor transformations , 1998 .

[20]  Alexander Borst,et al.  Visual course control in flies , 2003 .

[21]  L. Itti,et al.  Modeling the influence of task on attention , 2005, Vision Research.

[22]  Oussama Khatib,et al.  Real-Time Obstacle Avoidance for Manipulators and Mobile Robots , 1985, Autonomous Robot Vehicles.

[23]  B. Edin Cutaneous afferents provide information about knee joint movements in humans , 2001, The Journal of physiology.

[24]  Giulio Sandini,et al.  Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents , 2009, ICIAP.

[25]  Antony Browne,et al.  Neural Network Perspectives on Cognition and Adaptive Robotics , 1997 .

[26]  Michael Arbib,et al.  Extending the mirror neuron system model, I. Audible actions and invisible grasps. , 2007, Biological cybernetics.

[27]  Andrea d'Avella,et al.  Matrix factorization algorithms for the identification of muscle synergies: evaluation on simulated and experimental data sets. , 2006, Journal of neurophysiology.

[28]  G. Rizzolatti,et al.  I Know What You Are Doing A Neurophysiological Study , 2001, Neuron.

[29]  Daniel Bullock,et al.  Guest Editorial for Special Issue on Scalable Applications of Neural Networks to Robotics , 2002, Applied Intelligence.

[30]  V. Braitenberg,et al.  Taxis, kinesis and decussation. , 1965, Progress in brain research.

[31]  R. Johansson,et al.  Independent control of human finger‐tip forces at individual digits during precision lifting. , 1992, The Journal of physiology.

[32]  M. Srinivasan,et al.  Interactions of visual odometry and landmark guidance during food search in honeybees , 2005, Journal of Experimental Biology.

[33]  Patrick van der Smagt Cerebellar Control of Robot Arms , 1998, Connect. Sci..

[34]  N. A. Bernshteĭn The co-ordination and regulation of movements , 1967 .

[35]  Karl M. Newell,et al.  Variability and Motor Control , 1993 .

[36]  D. Wolpert,et al.  Mental state inference using visual control parameters. , 2005, Brain research. Cognitive brain research.

[37]  P. Dean,et al.  Event or emergency? Two response systems in the mammalian superior colliculus , 1989, Trends in Neurosciences.

[38]  D. Marr A theory of cerebellar cortex , 1969, The Journal of physiology.

[39]  Jun Tani,et al.  Self-organization of distributedly represented multiple behavior schemata in a mirror system: reviews of robot experiments using RNNPB , 2004, Neural Networks.

[40]  K. Dautenhahn,et al.  Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions , 2009 .

[41]  Jack M. Winters,et al.  Biomechanics and Neural Control of Posture and Movement , 2011, Springer New York.

[42]  R. Weller Two cortical visual systems in Old World and New World primates. , 1988, Progress in brain research.

[43]  Patrick van der Smagt,et al.  Evidence of muscle synergies during human grasping , 2013, Biological Cybernetics.

[44]  Michael I. Jordan,et al.  The Handbook of Brain Theory and Neural Networks , 2002 .

[45]  M. Arbib,et al.  Role of the cerebellum in reaching movements in humans. I. Distributed inverse dynamics control , 1998, The European journal of neuroscience.

[46]  L. Craighero,et al.  Corticospinal excitability is specifically modulated by motor imagery: a magnetic stimulation study , 1998, Neuropsychologia.

[47]  Jean-Arcady Meyer,et al.  Integration of Navigation and Action Selection Functionalities in a Computational Model of Cortico-Basal-Ganglia–Thalamo-Cortical Loops , 2005, Adapt. Behav..

[48]  Masayuki Inaba,et al.  From visuo-motor self learning to early imitation-a neural architecture for humanoid learning , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[49]  R. Beer,et al.  Intelligence as Adaptive Behavior: An Experiment in Computational Neuroethology , 1990 .

[50]  M. A. Arbib,et al.  A Model of the Effects of Speed, Accuracy, and Perturbation on Visually Guided Reaching , 1992 .

[51]  Michael A. Arbib,et al.  The handbook of brain theory and neural networks , 1995, A Bradford book.

[52]  B. Tondu,et al.  Computation of inverse functions in a model of cerebellar and reflex pathways allows to control a mobile mechanical segment , 2005, Neuroscience.

[53]  Aina Puce,et al.  Electrophysiology and brain imaging of biological motion. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[54]  R. Johansson,et al.  Action plans used in action observation , 2003, Nature.

[55]  A. Georgopoulos,et al.  Parietal cortex neurons of the monkey related to the visual guidance of hand movement , 1990, Experimental Brain Research.

[56]  Patrick van der Smagt Benchmarking cerebellar control Robotics and Autonomous Systems 32 (2000) 237-251 , 2000 .

[57]  A. Liberman,et al.  The motor theory of speech perception revised , 1985, Cognition.

[58]  Michael A. Arbib,et al.  Mirror neurons and imitation: A computationally guided review , 2006, Neural Networks.

[59]  Sangmoon Choi Biologically Motivated Visual Attention System Using Bottom-up Saliency Map and Top-down Inhibition , 2004 .

[60]  Patrick van der Smagt,et al.  Teaching a Robot to See How it Moves , 2019, Neural Network Perspectives on Cognition and Adaptive Robotics.

[61]  Michael Damsgaard,et al.  Numerical Simulation and Justification of Antagonists in Isometric Squatting , 2000 .

[62]  Michael I. Jordan,et al.  Forward Models: Supervised Learning with a Distal Teacher , 1992, Cogn. Sci..

[63]  Ronald C. Arkin,et al.  An Behavior-based Robotics , 1998 .

[64]  Giorgio Metta,et al.  Deep-level acoustic-to-articulatory mapping for DBN-HMM based phone recognition , 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).

[65]  A. L. I︠A︡rbus Eye Movements and Vision , 1967 .

[66]  D. Bullock,et al.  How Spinal Neural Networks Reduce Discrepancies between Motor Intention and Motor Realization , 1991 .

[67]  D. Ingle Visual Releasers of Prey-Catching Behavior in Frogs and Toads , 1968 .

[68]  D. Glencross,et al.  Motor control and sensory motor integration : issues and directions , 1995 .

[69]  Idan Segev,et al.  Dendritic processing , 1998 .

[70]  Stefan Schaal,et al.  Computational approaches to motor learning by imitation. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[71]  R. Byrne Imitation as behaviour parsing. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[72]  Michael B. Reiser,et al.  A test bed for insect-inspired robotic control , 2003, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[73]  Masao Ito Cerebellar circuitry as a neuronal machine , 2006, Progress in Neurobiology.

[74]  M. A. Arbib,et al.  Models of Trajectory Formation and Temporal Interaction of Reach and Grasp. , 1993, Journal of motor behavior.

[75]  Masahiro Fujita,et al.  An ethological and emotional basis for human-robot interaction , 2003, Robotics Auton. Syst..

[76]  T. S. Collett Do toads plan routes? A study of the detour behaviour ofBufo viridis , 2004, Journal of comparative physiology.

[77]  G. Holmes THE CEREBELLUM OF MAN , 1939 .

[78]  J. Ewert,et al.  Visuomotor Coordination: Amphibians, Comparisons, Models, and Robots , 1989 .

[79]  Kenneth Johnson,et al.  Closing in on the neural mechanisms of finger joint angle sense. Focus on "Quantitative analysis of dynamic strain sensitivity in human skin mechanoreceptors". , 2004, Journal of neurophysiology.

[80]  Chrystopher L. Nehaniv,et al.  Imitation as a Dual-Route Process Featuring Predictive and Learning Components: A Biologically Plausible Computational Model , 2002 .

[81]  David G. Stork,et al.  Pattern Classification , 1973 .

[82]  C. Nehaniv Imitation and Social Learning in Robots, Humans and Animals: Nine billion correspondence problems , 2007 .

[83]  B. Stein,et al.  The Merging of the Senses , 1993 .

[84]  C. Koch,et al.  A saliency-based search mechanism for overt and covert shifts of visual attention , 2000, Vision Research.

[85]  Paul Cordo,et al.  Controversies in Neuroscience IV: Motor learning and synaptic plasticity in the cerebellum: Introduction , 1996 .

[86]  G. Rizzolatti,et al.  Localization of grasp representations in humans by PET: 1. Observation versus execution , 1996, Experimental Brain Research.

[87]  G. Rizzolatti,et al.  Reorienting attention across the horizontal and vertical meridians: Evidence in favor of a premotor theory of attention , 1987, Neuropsychologia.

[88]  Michael A. Arbib,et al.  Synthetic brain imaging: grasping, mirror neurons and imitation , 2000, Neural Networks.

[89]  R. Brooks,et al.  The cog project: building a humanoid robot , 1999 .

[90]  Paul M. Fitzpatrick,et al.  First contact: an active vision approach to segmentation , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[91]  Michael A. Arbib,et al.  Modeling parietal-premotor interactions in primate control of grasping , 1998, Neural Networks.

[92]  Michael A. Arbib,et al.  Learning to Detour , 1995, Adapt. Behav..

[93]  Patrick van der Smagt,et al.  Analysis and control of a rubbertuator arm , 1996, Biological Cybernetics.

[94]  W Reichardt,et al.  Autocorrelation, a principle for evaluation of sensory information by the central nervous system , 1961 .

[95]  B. Edin Quantitative analyses of dynamic strain sensitivity in human skin mechanoreceptors. , 2004, Journal of neurophysiology.

[96]  Mitsuo Kawato,et al.  MOSAIC Model for Sensorimotor Learning and Control , 2001, Neural Computation.

[97]  M V Srinivasan,et al.  Honeybee navigation: nature and calibration of the "odometer". , 2000, Science.

[98]  J. Mazziotta,et al.  Cortical mechanisms of human imitation. , 1999, Science.

[99]  Zoubin Ghahramani,et al.  Perspectives and problems in motor learning , 2001, Trends in Cognitive Sciences.

[100]  G. Rizzolatti,et al.  Functional organization of inferior area 6 in the macaque monkey , 1988, Experimental Brain Research.

[101]  Bruce H. Krogh,et al.  Integrated path planning and dynamic steering control for autonomous vehicles , 1986, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[102]  Jun Tani,et al.  Dynamic and interactive generation of object handling behaviors by a small humanoid robot using a dynamic neural network model , 2006, Neural Networks.

[103]  M. Srinivasan,et al.  Visual regulation of ground speed and headwind compensation in freely flying honey bees (Apis mellifera L.) , 2006, Journal of Experimental Biology.

[104]  Giulio Sandini,et al.  An anthropomorphic retina-like structure for scene analysis , 1980 .

[105]  Michael A. Arbib,et al.  A formal model of computation for sensory-based robotics , 1989, IEEE Trans. Robotics Autom..

[106]  Christophe Sabourin,et al.  Robustness of the dynamic walk of a biped robot subjected to disturbing external forces by using CMAC neural networks , 2005, Robotics Auton. Syst..

[107]  Henrik Schiøler,et al.  Sociable Robots Through Self-Maintained Energy , 2006 .

[108]  R. Mansfield,et al.  Analysis of visual behavior , 1982 .

[109]  James S. Albus,et al.  Data Storage in the Cerebellar Model Articulation Controller (CMAC) , 1975 .

[110]  J. Wolfe,et al.  Guided Search 2.0 A revised model of visual search , 1994, Psychonomic bulletin & review.

[111]  G. Sandini,et al.  Understanding mirror neurons. , 2006 .

[112]  Masao Ito The Cerebellum And Neural Control , 1984 .

[113]  G. Rizzolatti,et al.  Functional organization of inferior area 6 in the macaque monkey , 2004, Experimental Brain Research.

[114]  Michael A. Arbib,et al.  Affordances. Motivations, and the World Graph Theory , 1998, Adapt. Behav..

[115]  Dave Cliff Neuroethology, computational , 1998 .

[116]  A Cobas,et al.  Prey-catching and predator-avoidance in frog and toad: defining the schemas. , 1992, Journal of theoretical biology.

[117]  Scott T. Grafton,et al.  Localization of grasp representations in humans by positron emission tomography , 1996, Experimental Brain Research.

[118]  Michael A. Arbib,et al.  Extending the mirror neuron system model, I , 2007, Biological Cybernetics.

[119]  Michael A. Arbib,et al.  Depth and detours: an essay on visually guided behavior , 1990 .

[120]  W. T. Thach,et al.  Chapter 2 Modeling the cerebellum: From adaptation to coordination , 1995 .

[121]  M. Arbib From monkey-like action recognition to human language: An evolutionary framework for neurolinguistics , 2005, Behavioral and Brain Sciences.

[122]  Stéphane Viollet,et al.  Bio-inspired optical flow circuits for the visual guidance of micro air vehicles , 2003, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

[123]  B. Webb,et al.  Can robots make good models of biological behaviour? , 2001, Behavioral and Brain Sciences.

[124]  G. Rizzolatti,et al.  Neurophysiological mechanisms underlying the understanding and imitation of action , 2001, Nature Reviews Neuroscience.

[125]  M. Arbib Action to language via the mirror neuron system , 2006 .

[126]  R. Johansson,et al.  Prediction Precedes Control in Motor Learning , 2003, Current Biology.

[127]  Patrick van der Smagt Benchmarking cerebellar control , 2000, Robotics Auton. Syst..

[128]  J. Albus A Theory of Cerebellar Function , 1971 .

[129]  U. Norrsell,et al.  Behavioural repertory of cats without cerebral cortex from infancy , 1976, Experimental Brain Research.

[130]  W. Pitts,et al.  What the Frog's Eye Tells the Frog's Brain , 1959, Proceedings of the IRE.

[131]  Michael A. Arbib,et al.  Visuomotor Coordination: Neural Models and Perceptual Robotics , 1989 .

[132]  G. Rizzolatti,et al.  Motor facilitation during action observation: a magnetic stimulation study. , 1995, Journal of neurophysiology.

[133]  K. Doya Complementary roles of basal ganglia and cerebellum in learning and motor control , 2000, Current Opinion in Neurobiology.

[134]  Giorgio Metta,et al.  Object recognition using visuo-affordance maps , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[135]  L. Fadiga,et al.  The Motor Somatotopy of Speech Perception , 2009, Current Biology.

[136]  V. Braitenberg Vehicles, Experiments in Synthetic Psychology , 1984 .

[137]  M. Arbib,et al.  Neural expectations : A possible evolutionary path from manual skills to language , 1996 .

[138]  J. Schwartz,et al.  The Perception-for-Action-Control Theory (PACT): A perceptuo-motor theory of speech perception , 2012, Journal of Neurolinguistics.

[139]  Scott H. Johnson-Frey The neural bases of complex tool use in humans , 2004, Trends in Cognitive Sciences.

[140]  M. Arbib,et al.  Language within our grasp , 1998, Trends in Neurosciences.

[141]  H. Gomi,et al.  Multijoint muscle regulation mechanisms examined by measured human arm stiffness and EMG signals. , 1999, Journal of neurophysiology.

[142]  M. Arbib Levels of modeling of mechanisms of visually guided behavior , 1987, Behavioral and Brain Sciences.

[143]  Giulio Sandini,et al.  Object-based Visual Attention: a Model for a Behaving Robot , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops.

[144]  Jean-Arcady Meyer,et al.  The Psikharpax project: towards building an artificial rat , 2005, Robotics Auton. Syst..

[145]  Giorgio Metta,et al.  YARP: Yet Another Robot Platform , 2006 .

[146]  D. Wolpert,et al.  Is the cerebellum a smith predictor? , 1993, Journal of motor behavior.

[147]  L. Fadiga,et al.  Active perception: sensorimotor circuits as a cortical basis for language , 2010, Nature Reviews Neuroscience.

[148]  E. Rolls,et al.  Attention and working memory: a dynamical model of neuronal activity in the prefrontal cortex , 2003, The European journal of neuroscience.

[149]  A. Barto,et al.  Models of the cerebellum and motor learning , 1996 .

[150]  M. Arbib,et al.  Multiple representations of space underlying behavior , 1982, Behavioral and Brain Sciences.

[151]  Gerd Hirzinger,et al.  The cerebellum as computed torque model , 2000, KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516).

[152]  D M Wolpert,et al.  Multiple paired forward and inverse models for motor control , 1998, Neural Networks.

[153]  Shih-Chii Liu,et al.  Fly-like visuomotor responses of a robot using aVLSI motion-sensitive chips , 2001, Biological Cybernetics.

[154]  Michael A. Arbib,et al.  Perceptual Structures and Distributed Motor Control , 1981 .

[155]  A M Liberman,et al.  Perception of the speech code. , 1967, Psychological review.

[156]  Geoffrey E. Hinton,et al.  Inferring Motor Programs from Images of Handwritten Digits , 2005, NIPS.

[157]  Jun Morimoto,et al.  Task-Specific Generalization of Discrete and Periodic Dynamic Movement Primitives , 2010, IEEE Transactions on Robotics.

[158]  Angelo Arleo,et al.  Combining Multimodal Sensory Input for Spatial Learning , 2002, ICANN.

[159]  W. Thomas Miller,et al.  Real-time application of neural networks for sensor-based control of robots with vision , 1989, IEEE Trans. Syst. Man Cybern..

[160]  G. Rizzolatti,et al.  The organization of the cortical motor system: new concepts. , 1998, Electroencephalography and clinical neurophysiology.

[161]  Bernhard Voelkl,et al.  Imitation as Faithful Copying of a Novel Technique in Marmoset Monkeys , 2007, PloS one.

[162]  Giorgio Metta,et al.  Grounding vision through experimental manipulation , 2003, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[163]  M V Srinivasan,et al.  Visual control of honeybee flight. , 1997, EXS.

[164]  M. Arbib,et al.  Role of the cerebellum in reaching movements in humans. II. A neural model of the intermediate cerebellum , 1998, The European journal of neuroscience.

[165]  Aude Billard,et al.  Parallel and distributed neural models of the ideomotor principle: An investigation of imitative cortical pathways , 2006, Neural Networks.

[166]  R. Didday A model of visuomotor mechanisms in the frog optic tectum , 1976 .

[167]  Michael A. Arbib,et al.  Schema design and implementation of the grasp-related mirror neuron system , 2002, Biological Cybernetics.

[168]  M. Srinivasan,et al.  Landing Strategies in Honeybees, and Possible Applications to Autonomous Airborne Vehicles , 2001, The Biological Bulletin.

[169]  M. Matarić,et al.  Fixation behavior in observation and imitation of human movement. , 1998, Brain research. Cognitive brain research.

[170]  Joseph McIntyre,et al.  Task Dependency of Grip Stiffness—A Study of Human Grip Force and Grip Stiffness Dependency during Two Different Tasks with Same Grip Forces , 2013, PloS one.

[171]  Roberto Caminiti,et al.  Control of arm movement in space : neurophysiological and computational approaches , 1992 .

[172]  José Santos-Victor,et al.  Visual learning by imitation with motor representations , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[173]  W. Reichardt,et al.  Autocorrelation, a principle for the evaluation of sensory information by the central nervous system , 1961 .

[174]  K. Dautenhahn,et al.  Imitation in Animals and Artifacts , 2002 .

[175]  Yiannis Demiris,et al.  Distributed, predictive perception of actions: a biologically inspired robotics architecture for imitation and learning , 2003, Connect. Sci..

[176]  A. Woodward Infants selectively encode the goal object of an actor's reach , 1998, Cognition.

[177]  Stefan Schaal,et al.  A Generalized Path Integral Control Approach to Reinforcement Learning , 2010, J. Mach. Learn. Res..

[178]  P. Smagt van der,et al.  Neural Systems for Robotics , 2012 .

[179]  David L Morgan,et al.  Stochastic resonance in muscle receptors. , 2004, Journal of neurophysiology.

[180]  J. Gibson The Senses Considered As Perceptual Systems , 1967 .

[181]  David G. Stork,et al.  Pattern Classification (2nd ed.) , 1999 .

[182]  M. Kawato,et al.  A hierarchical neural-network model for control and learning of voluntary movement , 2004, Biological Cybernetics.

[183]  Ronald C. Arkin,et al.  Motor Schema — Based Mobile Robot Navigation , 1989, Int. J. Robotics Res..

[184]  Jan Peters,et al.  Searching a Scalable Approach to Cerebellar Based Control , 2002, Applied Intelligence.