Publications (in reverse chronological order)

 

2013

 

Zhang, H. and Zhang, J. (2013). Vector-valued Reproducing Kernel Banach Spaces with applications to multi-task learning. Journal of Complexity, 29: 195-215.

 

Zhang, J. and Yin, G. (2013). A method to decompose stimulus and response components in event-related potential (ERP) recordings (book chapter). 

 

 

2012

 

Zhang, J., Hedden, T and Chai, A. (2012). Perspective-taking and depth of theory of mind reasoning in sequential-move games. Cognitive Science, 36: 560-573.

 

Zhang, H. and Zhang, J. (2012). Regularized learning in Banach space as an optimization problem: Representer theorems. Journal of Global Optimization, 54: 235-250 (e-print published 11 July 2010).

 

 

2011

 

Zhang, J. (2011). Model selection with informative normalized maximal likelihood: Data prior and model prior (book chapter).  In Dzhafarov, E.N and Perry, L. (Eds) Descriptive and Normative Approaches to Human Behavior, World Scientific, New Jersey (pp. 303-319).

 

Zhang, J., Berridge, K., Tindell, A., and Aldridge, J.A. (2011). Computational models of incentive-sensitization in addiction: Dynamic limbic transformation of learning into motivation. In Gutkin, B. and Ahmed, S.H. (Eds.) Computational Neuroscience of Drug Addition, Springer (pp.189-203).

 

Zhang, H. and Zhang, J. (2011). Frames, Riesz bases, and sampling expansions in Banach spaces via semi-inner products. Applied and Computational Harmonic Analysis, 31: 1-25.

 

Yin, G. and Zhang J. (2011). On decomposing stimulus and response waveforms in event-related potentials (ERP) recordings. IEEE Transactions on Biomedical Research, 58: 1534-1545.

 

 

2010

 

Park, J and Zhang, J. (2010). Sensorimotor locus of the buildup activity in monkey LIP neurons. Journal of Neurophysiology. 103: 2664-2674.

 

Stern, E., Liu, Y., Gehring, W., Lister, J., Yin, G., Zhang, J., Fitzgerald, K., Himle, J., Abelson, J., and Taylor, S. (2010). Chronic medication does not affect hyperactive error responses in obsessive-compulsive disorder. Psychophysiology, 47: 913-920.

 

Zhang, H. and Zhang, J. (2010). Generalized semi-inner products with application to regularized learning. Journal of Mathematical Analysis and Application, 372: 181-196.

 

 

 

2009

 

Calin, O., Matsuzoe, H., and Zhang, J. (2009). Generalization of conjugate connections. Proceedings of 9th International Workshop on Complex Structures, Integrability, and Vector Fields. 

 

He, L., Zhang, J., Zhou, T. and Chen, L. (2009). Connectedness affects dot numerosity judgment: implications for configural processing. Psychonomic Bulletin and Review, 16: 509-517.

 

Stevens, G. and Zhang, J (2009). A dynamic systems model of infant attachment. IEEE Transaction of Autonomous Mental Development. 1: 196-207.

 

Yin, G., Zhang, J., Tian, Y. and Yao, D-Z. (2009). A multi-component decomposition algorithm for event-related potentials. Journal of Neuroscience Methods, 178: 219-227.

 

Zhang, H., Xu, Y., and Zhang, J. (2009). Reproducing kernel Banach spaces for machine learning. Journal of Machine Learning Research, 10: 2741-2775.

 

Zhang, H., Xu, Y, and Zhang, J. (2009). Reproducing kernel Banach spaces for machine learning. Proceedings of the 2009 International Joint Conference on Neural Networks, IJCNN2009, Atlanta, Georgia, USA (pp.3520-3527).

 

Zhang, J. (2009). Adaptive learning via selectionism and Bayesianism. Part I: A connection. Neural Networks, 22: 220-228.

 

Zhang, J. (2009). Adaptive learning via selectionism and Bayesianism Part II: The sequential case. Neural Networks, 22: 229-236.

 

Zhang, J. Tindell, A.J., Berridge, K.C., Zhang, J., and Aldridge, J.W. (2009). A neural computational model of incentive salience.  PLoS Computational Biology, 5: 1-14.

 

Zhang, J. and Matsuzuo, H. (2009). Dualistic differential geometry associated with a convex function. In Gao D.Y. and Sherali, H.D. (Eds) Advances in Applied Mathematics and Global Optimization (Dedicated to Gilbert Strang on the Occasion of His 70th Birthday), Advances in Mechanics and Mathematics, Vol. III, Chapter 13, Springer (pp 437-464).

 

 

2008

 

Berridge, K., Zhang, J., and Aldridge, W. (2008). Computing motivation: Incentive salience boosts of drug or appetite states. Behavioral Brain Science, 31: 440-441. 

 

Chavez, A. and Zhang, J. (2008). Metagame strategies of nation-states, with application to Cross-Strait relations. In Liu, H., Salerno, J. and Young, M. (Eds.) Social Computing, Behavioral Modeling, and Prediction. Springer (pp. 229-238).

 

Zhou, T., Zhang, J. and Chen, L. (2008). Neural correlation of “global-first” topological perception: Anterior temporal lobe. Brain Imaging and Behavior, 2: 309-317.

 

 

2007

 

Wei, H., Zhang, J., Cousseau, F., Ozeki, T., and Amari, S. (2007). Dynamics of learning near singularities in layered network. Neural Computation, 20: 813-843.

 

Zhang J. (2007). A note on curvature of a-connections of a statistical manifold. Annals of the Institute of Statistical Mathematics. 59: 161-170.

 

 

2006

 

 

Mueller, S. and Zhang, J. (2006). Upper and lower bounds of area under ROC curves and index of discriminability of classifier performance. Proceedings of ICML2006 - Workshop on ROC Analysis in Machine Learning, Pittsburgh, PA (pp. 41-46).

 

Zhang, J. (2006). Referential duality and representational duality in the scaling of multi-dimensional and infinite-dimensional stimulus space. In Dzhafarov, E. and Colonius, H. (Eds.) Measurement and Representation of Sensations: Recent Progress in Psychological Theory. Lawrence Erlbaum Associates, Mahwah, NJ (pp.131-157).

 

Zhang, J. and Hasto, P. (2006). Statistical manifold as an affine space: A functional equation approach. Journal of Mathematical Psychology, 50: 60-65.

 

 

2005

 

Tindell, A.J., Berridge, K.C., Zhang, J., Peciña, S., and Aldridge, J.W. (2005). Ventral pallidal neurons code incentive motivation: effects of mesolimbic activation. European Journal of Neuroscience, 22: 2617-2634.

 

Zhang, J. (2005). Object oneness: the essence of the topological approach to perception. Visual Cognition, 12: 683-690.

 

Zhang, J. (2005). A method to unconfound orientation and direction tunings in neuronal response to moving bars and gratings. Journal of Optical Society of America A, 22: 2246-2256.

 

Zhang, J. (2005). Referential duality and representational duality on statistical manifolds. Proceedings of the Second International Symposium on Information Geometry and Its Applications, Tokyo (pp 58-67).

 

Zhang, J. and Mueller, S. (2005). A note on ROC analysis and non-parametric estimation of sensitivity. Psychometrika,70: 203-212.

 

 

2004

 

Jones, M. and Zhang, J. (2004). Rationality and bounded information in repeated games, with application to the Iterated Prisoner’s Dilemma. Journal of Mathematical Psychology, 48: 334-354.

 

Zhang, J. (2004). Binary choice, subset choice, random utility, and ranking: A unified perspective using the permutahedron. Journal of Mathematical Psychology, 48: 107-134.

 

Zhang, J. (2004). Divergence function, duality, and convex analysis. Neural Computation, 16: 159-195.

 

Zhang, J. (2004). Dual scaling between comparison and reference stimuli in multidimensional psychological space. Journal of Mathematical Psychology, 48: 409-424.

 

 

2003

 

Jones, M. and Zhang, J. (2003). Which is to blame: Instrumental rationality or common knowledge? Comments to “Cooperation, psychological games theory, and limitations of rationality in social interaction” by A. Colman. Brain and Behavioral Science, 26: 166-167.

 

Jones, M., Zhang, J. and Simpson, G. (2003). Aggregation of utility and social choice: A topological characterization. Journal of Mathematical Psychology, 47: 545-556.

 

Zhang, J. and Hedden, T. (2003). Two paradigms for depth of strategic reasoning in games: Response to Colman. Trends in Cognitive Sciences, 7: 4-5.

 

 

2002

 

Hedden, T. and Zhang, J. (2002). What do you think I think you think? Theory of mind and strategic reasoning in matrix games. Cognition, 85: 1-36.

 

 

2001

 

Zhang, J. (2001). Dimension overlap and S-S and S-R compatibility: A structural model. In L. Chen and Y. Zhuo (Eds.) Proceedings of the Third International Conference on Cognitive Science (ICCS2001), Heifei, China: Press of University of Science and Technology of China (pp 377-381).

 

 

1999

 

Zhang, J. (1999). A game-theoretic analysis of the political situation across Taiwan Strait. In J. Zhang and Y. Yu (Eds), Taiwan in the 21st Century: the Mainland Chinese Scholars Looking Ahead, Global Publishing Co., River Edge, New Jersey (pp 217-236, in Chinese).

 

Zhang, J. (1999). A note on Lefebvre's reflexive function. In V.A. Lefebvre (Ed.) Proceedings of the Workshop on Multi-Reflexive Models of Agent Behavior, ARL-SR-64, U.S. Army Research Lab (pp.109-110).

 

Zhang, H., Zhang, J. and Kornblum, S. (1999). An interactive activation model of stimulus-stimulus and stimulus-response compatibility. Cognitive Psychology, 38: 386-432.

 

 

1998

 

Zhang, J. (1998). Decomposing stimulus and response component waveforms in ERP. Journal of Neuroscience Methods, 80: 49-63. 

 

 

1997

 

Zhang, J. and Kornblum, S. (1997). Distributional analysis, and De Jong et al.'s (1994) dual process model of the "Simon effect". Journal of Experimental Psychology: Human Perception and Performance, 23: 1543-1551.

 

Zhang, J., Riehle, A. and Requin, J. (1997). Locus of a neural process in stimulus-response association tasks. Journal of Mathematical Psychology, 41: 219-236.

 

Zhang, J., Riehle, A., Requin, J. and Kornblum, S. (1997). Dynamics of single neuron activity in primary motor cortex related to sensorimotor transformation. Journal of Neuroscience, 17: 2227-2246.

 

1995

 

Zhang, H., Kornblum, S. and Zhang, J. (1995). Utilization of stimulus-response and stimulus-stimulus compatibility principles in machine design. In K. Cox, J. Marsh, and B. Anderson (Eds.) Proceedings of the First International Cognitive Technology Conference, Hong Kong: City University of Hong Kong (pp. 151-157).

 

Zhang, J. (1995). Motion detectors and motion segregation. Spatial Vision, 9: 261-273.

 

1994

 

Skottun, B., Zhang, J. and Grosof, D. (1994). On the direction selectivity of cortical neurons to drifting dot patterns. Visual Neuroscience, 11: 885-897.

 

Zhang, J. (1994) Image representation using affine covariant coordinates. In O, Y.-L., Toet, A., Foster, D., Heijmans, H.J.A.M., and Meer, P. (Eds.) Shape in Picture: Mathematical Description of Shape in Grey-Level Images, Springer-Verlag, Berlin (pp.353-362).

 

 

1993

 

Zhang, J., Yeh, S.-L. and De Valois, K.K. (1993). Motion contrast and motion integration. Vision Research, 33: 2721-2732.

 

 

1991

 

Zhang, J. (1991). Dynamics and formation of self-organizing maps. Neural Computation, 3: 54-66.

 

Zhang, J. and Miller, J.P. (1991). A mathematical model for hyperacuity in sensory systems. Biological Cybernetics, 64: 357-364.

 

 

1990

 

Zhang, J. (1990). How to unconfound orientational and directional information in visual neuron's response. Biological Cybernetics, 63: 135-142.

 

Zhang, J. (1990). Dynamical self-organization and formation of cortical maps. In Proceedings of International Joint Conference on Neural Networks, San Diego, 1990, Vol. III, pp. 487-492.

 

Zhang, J. and Wu, S. (1990). Structure of visual perception. Proceedings of National Academy of Sciences, USA., 87: 7819-7823.

 

 

1989

 

Zhang, J. and Miller, J.P. (1989). A model for resolution enhancement (hyperacuity) in sensory representation. In Touretzky, D. (Ed.) Advances in Neural Network Information Processing System. I. pp.444-450. Morgan-Kaufmann Publishers, San Mateo, CA.