Computational neuroscience theoretical insights into brain function
Computational neuroscience is a relatively new but rapidly expanding area of research which is becoming increasingly influential in shaping the way scientists think about the brain. Computational approaches have been applied at all levels of analysis, from detailed models of single-channel function,...
| Autores Corporativos: | , |
|---|---|
| Otros Autores: | , , |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Amsterdam ; London :
Elsevier
2007.
|
| Colección: | Progress in brain research ;
165. Science Direct e-books. |
| Acceso en línea: | Conectar con la versión electrónica |
| Ver en Universidad de Navarra: | https://innopac.unav.es/record=b30536959*spi |
Tabla de Contenidos:
- The neuronal transfer function: contributions from voltage and time-dependent mechanisms
- E.P. Cook, A.C. Wilhelm, J.A. Guest, Y. Liang, N.Y. Masse and C.M. Colbert (Montreal QC, Canada and Houston, TX, USA).
- A simple growth model constructs critical avalanche networks
- L.F. Abbott and R. Rohrkemper (New York, NY, USA and Zurich, Switzerland).
- The dynamics of visual responses in the primary visual cortex
- R. Shapley, M. Hawken and D. Xing (New York, NY, USA).
- A quantitative theory of immediate visual recognition
- T. Serre, G. Kreiman, M. Kouh, C. Cadieu, U. Knoblich and T. Poggio (Boston, MA, USA).
- Attention in hierarchical models of object recognition
- D.B. Walther and C. Koch (Urbana, IL, and Pasadena, CA, USA).
- Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition
- S. Grossberg (Boston, MA, USA).
- Real-time neural coding of memory
- J.Z. Tsien (Boston, MA, USA).
- Beyond timing in the auditory brainstem: intensity in the avian cochlear nucleus angularis
- K.M. MacLeod and C.E. Carr (College Park, MD, USA).
- Neural strategies for optimal processing of sensory signals
- L. Maler (Ottawa, ON, Canada).
- Coordinate transformations and sensory integration in the detection of spatial orientation and self-motion: from models to experiments
- A.M. Green and D.E. Angelaki (Montreal, QC, Canada and St. Louis, MO, USA).
- Sensorimotor optimization in higher dimensions
- Tweed (Toronto, ON, USA).
- How tightly tuned are network parameters? Insight from computational and experimental studies in small rhythmic motor networks
- E. Marder, A.-E. Tobin and R. Grashow (Waltham, MA, USA).
- Spatial organization and state-dependent mechanisms for respiratory rhythm and pattern generation
- I.A. Rybak, A.P.L. Abdala, S.N. Markin, J.F.R. Paton and J.C. Smith (Philadelphia, PA and Bethesda, MD, USA and Bristol, UK).
- Modeling a vertebrate motor system pattern generation, steering and control of body orientation
- S. Grillner, A. Kozlov, P. Dario, C. Stefanini, A. Menciassi, A. Lansner, J. Hellgren Kotaleski (Stockholm, Sweden and Pontedera, Italy).
- Modeling the mammalian locomotor CPG: insights from mistakes and perturbations
- D.A. McCrea and I.A. Rybak (Winnipeg, MB, Canada and Philadelphia, PA, USA).
- The neuromechanical tuning hypothesis
- A. Prochazka and S. Yakovenko (Edmonton, AB and Montreal, QC, Canada).
- Threshold position control and the principle of minimal interaction in motor actions
- A.G. Feldman, V. Goussev, A. Sangole and M.F. Levin (Montreal and Laval, QC, Canada).
- Modelling sensorimotor control of human upright stance
- T. Mergner (Freiburg, Germany).
- Dimensional reduction in sensorimotor systems: a framework for understanding muscle coordination of posture
- L.H. Ting (Atlanta, GA, USA).
- Primitives, premotor drives and pattern generation: a combined computational and neuroethological perspective
- S. Giszter, V. Patil and C. Hart (Philadelphia, PA, USA).
- A multi-level approach to understanding upper limb function
- I. Kurtzer and S.H. Scott (Kingston, ON, Canada).
- How is somatosensory information used to adapt to changes in the mechanical environment?
- T.E. Milner, M.R. Hinder and D.W. Franklin (Burnaby, BC, Queensland, Australia and Kyoto, Japan).
- Trial-by-trial motor adaptation: a window into elemental neural computation
- K.A. Thoroughman, M.S. Fine and J.A. Taylor (Saint Louis, MO, USA).
- Towards a computational neuropsychology of action
- J.W. Krakauer and R. Shadmehr (New York, NY and Baltimore, MD, USA).
- Motor control in a meta-network with attractor dynamics
- N.I. Krouvhev and J.F. Kalaska (Montreal, WC, Canada).
- Computing movement geometry a step in sensory-motor transformations
- D. Zipser and E. Torres (Pasadena, CA, USA).
- Dynamics systems versus optimal control a unifying view
- S. Schaal, P. Mohajerian and A. Ijspeert (Los Angeles, CA, USA, Kyoto, Japan and Lausanne, Switzerland).
- The place of codes in nonlinear neurodynamics
- W.J. Freeman (Berkeley, CA, USA).
- From a representation of behaviour to the concept of cognitive syntax: a theoretical framework
- T. Gisiger and M. Kerszberg (Paris, France).
- A parallel framework for interactive behaviour
- P. Cisek (Montreal, QC, Canada).
- Statistical models for neural encoding, decoding, and optimal stimulus design
- L. Paninski, J. Pillow and J. Lewi (New York, NY, USA and London, UK).
- Probabilistic population codes and the exponential family of distributions
- J. Beck, W. Ma, P.E. Latham and A. Pouget (Rochester, NY, USA and London, UK).
- On the challenge of learning complex functions
- Y. Bengio (Montreal, QC, Canada).
- To recognize shapes, first learn to generate images
- G.E. Hinton (Toronto, Canada).
- The neuronal transfer function: contributions from voltage- and time -dependent mechanisms / E.P. Cook [and others]
- A simple growth model constructs critical avalanche networks / L.F. Abbott and R. Rohrkemper
- The dynamics of visual responses in the primary visual cortex / R. Shapley, M. Hawken and D. Xing
- A quantitative theory of immediate visual recognition / T. Serre [and others]
- Attention in hierarchical models of object recognition / D.B. Walther and C. Koch
- Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition / S. Grossberg
- Real -time neural coding of memory / J.Z. Tsien
- Beyond timing in the auditory brainstem: intensity coding in the avian cochlear nucleus angularis / K.M. MacLeod and C.E. Carr
- Neural strategies for optimal processing of sensory signals / L. Maler
- Coordinate transformations and sensory integration in the detection of spatial orientation and self-motion: from models to experiments / A.M. Green and D.E. Angelaki
- Sensorimotor optimization in higher dimensions / D. Tweed
- How tightly tuned are network parameters? Insight from computational and experimental studies in small rhythmic motor networks / E. Marder, A.-E. Tobin and R. Grashow
- Spatial organization and state-dependent mechanisms for respiratory rhythm and pattern generation / I.A. Rybak [and others]
- Modeling a vertebrate motor system: pattern generation, steering and control of body orientation / S. Grillner [and others]
- Modeling the mammalian locomotor CPG: insights from mistakes and perturbations / D.A. McCrea and I.A. Rybak
- The neuromechanical tuning hypothesis / A. Prochazka and S. Yakovenko
- Threshold position control and the principle of minimal interaction in motor actions / A.G. Feldman [and others]
- Modeling sensorimotor control of human upright stance / T. Merger
- Dimensional reduction in sensorimotor systems: a framework for understanding muscle coordination of posture / L.H. Ting
- Primitives, premotor drives, and pattern generation: a combined computational and neuroethological perspectives / S. Giszter, V. Patil and C. Hart
- A multi-level approach to understanding upper limb function / I. Kurtzer and S.H. Scott
- How is somatosensory information used to adapt to changes in the mechanical environment / T.E. Milner [and others]
- Trial-by-trial motor adaptation: a window into element neural computation / K.A. Thoroughman, M.S. Fine and J.A. Taylor
- Towards a computational neuropsychology of action / J.W. Krakauer and R. Shadmehr
- Motor control in a meta-network with attractor dynamics / N.I. Krouchev and J.F. Kalaska
- Computing movement geometry: a step in sensory-motor transformations / D. Zipser and E. Torres
- Dynamics systems vs. optimal control- unifying view / S. Schaal, P. Mohajerian and A. Ijspeert
- The place of 'codes' in nonlinear neurodynamics / W.J. Freeman
- From a representation of behavior to the concept of cognitive syntax: a theoretical framework / T. Gisiger and M. Kerszberg
- A parallel framework for interactive behavior / P. Cisek
- Statistical models for neural encoding, decoding, and optimal stimulus design / L. Paninski, J. Pillow and J. Lewi
- Probabilistic population codes and the exponential family of distributions / J. Beck [and others]
- On the challenge of learning complex functions / Y. Bengio
- To recognize shapes, first learn to generate images / G.E. Hinton.
