For details, see the
description in the Neurobiology and Behavior Program brochure.
Journal Publications
Click the titles to see the abstracts. The full papers
(PDF files or gzip compressed PS files) for most
of the publications are available here. See also
Ning Qian's Google Scholar page.
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Tuning curves vs. population responses, and perceptual consequences of receptive-field remapping,
Ning Qian, Michael E. Goldberg, and Mingsha Zhang,
Frontiers in Computational Neuroscience, 2023, 16:1060757. doi: 10.3389/fncom.2022.1060757.
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paper (PDF file)
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Cross-fixation interactions of orientations suggest high-to-low-level decoding in visual working memory,
Long Luu, Mingsha Zhang, Misha Tsodyks, and Ning Qian,
Vision Research, 2022, https://doi.org/10.1016/j.visres.2021.107963.
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paper (PDF file)
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Recurrent neural network models for working memory of
continuous variables: activity manifolds, connectivity
patterns, and dynamic codes,
Christopher J. Cueva, Adel Ardalan, Misha Tsodyks, and Ning Qian,
arXiv, 2021, arXiv:2111.01275.
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paper (PDF file)
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Computational modeling of excitatory/inhibitory balance impairments in schizophrenia,
Ning Qian, Richard M. Lipkin1, Aleksandra Kaszowska, Gail Silipo,
Elisa C. Dias, Pamela D. Butler, and Daniel C. Javitt,
Schizophrenia Research, 2020, https://doi.org/10.1016/j.schres.2020.03.027.
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paper (PDF file)
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Neuronal Firing Rate as Code Length: A Hypothesis,
Ning Qian and Jun Zhang, Computational Brain & Behavior, 2019, https://doi.org/10.1007/s42113-019-00028-z.
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(PDF file)
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A single, continuously applied control policy for modeling reaching movements with and without perturbation,
Zhe Li, Pietro Mazzoni, Sen Song, and Ning Qian, Neural Computation, 2018, 30: 397-427.
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(PDF file)
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Visual perception as retrospective Bayesian decoding from high- to low-level features,
Stephanie Ding, Christopher Cueva, Misha Tsodyks, and Ning Qian, Proc. Natl. Acad. Sci. USA, 2017, 114: E9115-E9124.
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(PDF file)
Supporting Information
(PDF file)
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Sites of overt and covert attention define simultaneous spatial reference centers for visuomotor response,
Yang Zhou, Lixin Liang, Yujun Pan, Ning Qian, and Mingsha Zhang, Scientific Reports, 2017, 7: 46556; doi: 10.1038/srep46556.
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(PDF file)
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Solving stereo transparency with an extended coarse-to-fine disparity energy model,
Zhe Li and Ning Qian, Neural Computation,
2015, 27:1058-1082.
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(PDF file)
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The company they keep: Background similarity influences transfer of aftereffects from second- to first-order stimuli,
Ning Qian and Peter Dayan, Vision Research,
2013, 87:35-45.
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(PDF file)
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Movement duration, Fitts's law, and an infinite-horizon optimal feedback control model for biological motor systems,
Ning Qian, Yu Jiang, Zhong-Ping Jiang, and Pietro Mazzoni, Neural Computation,
2013, 25:697-724.
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(PDF file)
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Multi-level visual adaptation: Dissociating curvature and facial-expression
aftereffects produced by the same adapting stimuli,
Hong Xu, Pan Liu, Peter Dayan, and Ning Qian, Vision Research,
2012, 72: 42-53.
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(PDF file)
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A learning-style theory for understanding autistic behaviors,
Ning Qian and Richard M. Lipkin, Froniters in Human Neuroscience,
2011, 5:77. doi: 10.3389/fnhum.2011.00077.
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(PDF file)
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V1 orientation plasticity is explained by broadly tuned feedforward
inputs and intracortical sharpening ,
Andrew F. Teich and Ning Qian, Vis. Neuroscience.,
2010, 27:57-73.
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(PDF file)
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The role of background statistics in face adaptation
,
Jianhua Wu, Hong Xu, Peter Dayan, and Ning Qian J. Neurosci.,
2009, 29(39):12035-12044.
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(PDF);
Supplemental File 1(QuickTime);
Supplemental File 2(QuickTime); Supplemental File 3(PDF); Correction(PDF)
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Pulfrich phenomena are coded effectively by a joint motion-disparity process
,
Ning Qian and Ralph D. Freeman, J. Vision.,
2009 9(5):24, 1-16.
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(PDF file)
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Adaptation across the cortical hierarchy: Low level curve adaptation
affects high level facial expression judgments
,
Hong Xu, Peter Dayan, Richard M. Lipkin, and Ning Qian, J. Neurosci.,
2008, 28:3374-3383.
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(PDF file)
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Solving da Vinci stereopsis with depth-edge-selective V2 cells,
Andrew Assee and Ning Qian, Vision Research,
2007, 47:2585-2602.
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(PDF file), Corrected Fig. 6D (PDF file)
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Cross-fixation transfer of motion aftereffects with expansion motion ,
Xin Meng, Pietro Mazzoni, and Ning Qian, Vision Research,
2006, 46:3681-3689.
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(PDF file)
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An Optimization Principle for Determining Movement Duration ,
Hirokazu Tanaka, John Krakauer, and Ning Qian, J. Neurophysiol.,
2006, 95:3875-3886.
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(PDF file)
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A Comparison among some Models of V1 Orientation
Selectivity ,
Andrew F. Teich and Ning Qian, J. Neurophysiol.,
2006, 96:404-419.
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(PDF file)
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The oblique effect depends on
perceived, rather than physical, orientation and direction ,
Xin Meng and Ning Qian, Vision Research,
2005, 45:3402-3413.
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(PDF file)
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Effects of Attention on
Motion Repulsion,
Yuzhi Chen, Xin Meng, Nestor Matthews, and Ning Qian, Vision Research,
2005, 45:1329-1339.
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(PDF file)
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Is Depth Perception of Stereo Plaids
Predicted by Intersection of Constraints, Vector Average or
Second-order Feature?,
Louise Delicato and Ning Qian, Vision Research, 2005, 45:75-89.
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(PDF file)
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Different Predictions by the Minimum Variance and
Minimum Torque-Change Models
on the Skewness of Movement Velocity Profiles,
Hirokazu Tanaka, Meihua Tai, and Ning Qian, Neural Computation, 2004,
16:2021-2040.
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(PDF file)
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A Coarse-to-fine Disparity Energy Model with both Phase-shift and
Position-shift Receptive Field Mechanisms,
Yuzhi Chen and Ning Qian, Neural Computation, 2004, 16:1545-1577.
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(PDF file)
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Learning Motion Discrimination with Suppressed MT,
Hongjing Lu, Ning Qian, and Zili Liu, Vision Research,
2004, 44:1817-1825.
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(PDF file)
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Both Monocular and Binocular Signals Contribute to Motion Rivalry ,
Xin Meng, Yuzhi Chen, and Ning Qian, Vision Research, 2004, 44:45-55.
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(PDF file)
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Learning and Adaptation in a Recurrent Model of V1 Orientation Selectivity ,
Andrew F. Teich and Ning Qian, J. Neurophysiol., 2003, 89:2086-2100.
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(compressed PostScript file, 0.15MB)
(PDF file, 0.26MB)
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A physiological theory of depth perception from vertical disparity ,
Nestor Matthews, Xin Meng, Peng Xu, and Ning Qian, Vision Research,
2003, 43:85-99.
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(compressed PostScript file, 0.18MB)
(PDF file, 0.22MB)
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Computing relief structure from motion with a distributed
velocity and disparity representation,
Julian Martin Fernandez, Brendon Watson, and Ning Qian, Vision Research,
2002, 42:883-898.
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(PDF file, 1.3MB)
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A model for stochastic resonance-type behavior in sensory perception,
Yunfan Gong, Nestor Matthews, and Ning Qian, Physical Review E,
2002, 65:031904.
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(PDF file, 0.083MB)
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Motion Rivalry Impairs Motion Repulsion
, Yuzhi Chen, Nestor Matthews, and Ning Qian, Vision Research,
2001, 41:3639-3647.
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(PDF file, 0.24MB)
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Practising orientation identification improves orientation coding
in V1 neurons, Aniek Schoups, Rufin Vogels, Ning Qian, and Guy Orban,
Nature, 2001, 412:549-553.
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(PDF file, 0.31MB)
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Transcranial Magnetic Stimulation Differentially Affects Speed and
Direction Judgments,
Nestor Matthews, Bruce Luber, Ning Qian, and S Holly Lisanby, Exp. Brain Res.,
2001, 140:397-406.
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(PDF file, 0.55MB)
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Modeling V1 Disparity Tuning to Time-varying Stimuli
, Yuzhi Chen, Yunjiu Wang, and Ning Qian, J. Neurophysiol.
2001, 86:143-155.
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(PDF file, 0.31MB)
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The Effect of Orientation Learning on Contrast Sensitivity
, Nestor Matthews, Zili Liu, and Ning Qian, Vision Research,
2001, 41:463-471.
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(PDF file, 0.13MB)
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A Physiologically-Based Explanation of Disparity Attraction and
Repulsion , Samuel Mikaelian and Ning Qian, Vision Research,
2000, 40:2999-3016.
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(PDF file, 0.28MB)
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Dependence of Motion Repulsion
and Rivalry on the Distance between Moving Elements,
Nestor Matthews, Bard J. Geesaman, and Ning Qian, Vision Research,
2000, 40:2025-2036.
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(PDF file, 0.21MB)
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Relationship between Phase and Energy Methods for Disparity Computation ,
Ning Qian and Samual Mikaelian, Neural Computation, 2000, 12:279-292.
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(compressed PostScript file, 0.13MB)
(PDF file)
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Perceptual Learning on Orientation and Direction Discrimination,
Nestor Matthews, Zili Liu, Bard J. Geesaman, and Ning Qian, Vision Research,
1999, 39:3692-3701.
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(PDF file, 0.20MB)
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Axis-of-Motion Affects Direction Discrimination, Not Speed
Discrimination ,
Nestor Matthews and Ning Qian, Vision Research, 1999,
39:2205-2211.
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(PDF file, 0.21MB)
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On the Momentum Term in Gradient Descent Learning Algorithms,
Ning Qian, Neural Networks, 1999, 12:145-151.
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(compressed PostScript file, 0.18MB)
(PDF file, 0.32MB)
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The Effect of Complex Motion Pattern on Speed Perception ,
Bard J. Geesaman and Ning Qian, Vision Research, 1998,
38:1223-1231.
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(PDF file, 0.85MB)
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Binocular Disparity and the Perception of Depth [review],
Ning Qian, Neuron, 1997, 18:359-368.
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(compressed PostScript file, 0.16MB)
(PDF file, 0.16MB)
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Physiological Computation of Binocular Disparity ,
Ning Qian and Yudong Zhu, Vision Research, 1997, 37:1811-1827.
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(compressed PostScript file, 0.85MB)
(PDF file, 1.64MB)
(Correction)
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A Physiological Model for Motion-stereo Integration and a Unified
Explanation of Pulfrich-like Phenomena ,
Ning Qian and Richard A. Andersen, Vision Research, 1997, 37:1683-1698.
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(compressed PostScript file, 0.69MB)
(PDF file, 1.92MB)
- A Novel Speed Illusion
Involving Expansion and Rotation Patterns ,
Bard J. Geesaman and Ning Qian, Vision Research, 1996, 36:3281-3292.
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(PDF file, 2.28MB)
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Binocular Receptive Field Profiles, Disparity Tuning and
Characteristic Disparity ,
Yudong Zhu and Ning Qian, Neural Computation, 1996, 8:1611-1641.
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(compressed PostScript file, 0.29MB)
(PDF file)
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Generalization and Analysis of the Lisberger-Sejnowski VOR Model,
Ning Qian, Neural Computation, 1995, 7:735-752.
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paper (compressed PostScript file, 0.13MB)
(PDF file)
- V1 Responses to Transparent and
Non-transparent Motions ,
Ning Qian and Richard A. Andersen, Exp. Brain Res., 1995, 103:41-50.
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(PDF file)
- Integration of Motion
and Stereopsis in Cortical Area MT of the Macaque ,
David C. Bradley, Ning Qian and Richard A. Andersen, Nature,
1995, 373:609-611.
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(PDF file)
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Computing Stereo Disparity and Motion with Known Binocular Cell
Properties,
Ning Qian, Neural Computation, 1994, 6:390-404.
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full paper (compressed PostScript file, 0.1MB)
(PDF file)
- Transparent Motion
Perception as Detection of Unbalanced Motion Signals III: Modeling ,
Ning Qian, Richard A. Andersen and Edward H. Adelson, J. Neurosci.
1994, 14:7381-7392.
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full paper (compressed PostScript file, 0.29MB)
(PDF file, 0.56MB)
- Transparent Motion
Perception as Detection of Unbalanced Motion Signals II: Physiology ,
Ning Qian and Richard A. Andersen, J. Neurosci.
1994, 14:7367-7380.
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full paper (PDF file)
- Transparent Motion
Perception as Detection of Unbalanced Motion Signals I: Psychophysics ,
Ning Qian, Richard A. Andersen and Edward H. Adelson, J. Neurosci.
1994, 14:7357-7366.
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full paper (PDF file, 0.21MB)
- When Is an Inhibitory Synapse Effective? ,
Ning Qian and Terrence J. Sejnowski, Proc. Natl. Acad. Sci. USA,
1990, 87:8145-8149. Download the
full paper (PDF file)
- Learning to Solve
Random-Dot Stereograms of Dense and Transparent
Surfaces with Recurrent Backpropagation ,
Ning Qian and Terrence J. Sejnowski, Proceedings of the 1988
Connectionist Models Summer School, Morgan Kaufmann, 1989, 435-443.
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full paper (PDF file)
- An Electro-Diffusion Model
for Computing Membrane Potentials
and Ionic Concentrations in Branching Dendrites, Spines and Axons ,
Ning Qian and Terrence J. Sejnowski, Biol. Cybern.,
1989, 62:1-15. Download the
full paper (PDF file)
- Predicting the Secondary
Structure of Globular Proteins Using Neural Network Models ,
Ning Qian and Terrence J. Sejnowski, J. Mol. Biol.,
1988, 202:865-884. Download the
full paper (PDF file)
Book Chapters
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Physiologically based models of binocular depth perception,
Ning Qian and Yongjie Li, in Vision in 3D Environments
(L. R. Harris and M. Jenkin, eds.),
Cambridge University Press, 2011, 11-45.
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paper (PDF file)
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Physiologically Based Models of Stereovision and
Motion-stereo Integration (in Chinese), Ning Qian, in Cognitive Neuroscience
(Y. Luo, ed.),
Peking Univesity Press, Beijing, China, 2005.
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The Organization of Global Motion and Transparency,
Oliver Braddick and Ning Qian, in Motion Vision - Computational, Neural,
and Ecological Constraints (J. M. Zanker and Z. Jochen, eds.),
Springer-Verlag, 2001, 86-112.
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paper (PDF file, 0.19MB)
- Chapters 21-25, Ning Qian, in Essentials of Neural Science and Behavior
Study Guide & Practice Problems (R. Calabrese, J. Gordon, R. Hawkins
and N. Qian), Appleton-Lange, 1995, 223-260.
- From Directions of Motion to Patterns of Motion: Hierarchies of
Motion Analysis in the Visual Cortex, Richard A Andersen, Stefan
Treue, Michael Graziano, Robert J. Snowden and Ning Qian, in Brain
Mechanisms of Memory (T. Ono et al., eds.), Oxford University
Press, 1993, 193-199
- Synaptic Integration by Electro-Diffusion in Dendritic Spines,
Terrence J. Sejnowski and Ning Qian, in Single Neuron Computation
(T. McKenna, J. Davis and S. F. Zornetzer, eds.), Academic Press, 1992
117-139.
Download the full
paper (PDF file)
- Predicting the Secondary Structure of Globular Proteins Using
Neural Network Models, Ning Qian and Terrence J. Sejnowski, in
Neurocomputing (J. A. Anderson, A. Pellionisz and E. Rosenfield,
eds.), MIT Press, 1990, 680-699.
- Learning to Predict the Secondary Structure of Globular Proteins,
Ning Qian and Terrence J. Sejnowski, Evolution, Learning, and Cognition
(Y. C. Lee, ed.), World Scientific, (1989) 257-275
- Electro-Diffusion Model of Electrical Conduction in Neuronal
Processes, Ning Qian and Terrence J. Sejnowski, in Cellular Mechanisms
of Conditioning and Behavioral Plasticity (C. W. Woody, D. L.
Alkon and J. L. McGaugh, eds), Plenum, 1988, 237-244.
Other Sites
Ning Qian, Ph. D.
Associate Professor
nq6@columbia.edu (email)
www.columbia.edu/~nq6 (web)