Publications

Journal articles

• Zhang J, Rowe J (in press). The neural signature of information regularity in temporally extended event sequences. Neuroimage.
• Zhang J, Rowe J (2014). Dissociable mechanisms of speed-accuracy tradeoff during visual perceptual learning are revealed by a hierarchical drift diffusion model. Frontiers in Neuroscience 8:69.
• Zhang J, Kriegeskorte N, Carlin J, Rowe J (2013). Choosing the rules: distinct and overlapping frontoparietal representations of task rules for perceptual decisions. Journal of Neuroscience 33(29):11852-11862.
• Song Y, Zhang J (2013). Automatic recognition of epileptic EEG patterns via extreme learning machine and multiresolution feature extraction. Expert Systems with Applications 40(14):5477–5489. DOI
• Zhang J, Hughes L, Rowe J (2012). Selection and inhibition mechanisms for human voluntary action decisions. Neuroimage 63: 392-402.
• Zhang J (2012). The effects of evidence bounds on decision-making: theoretical and empirical developments. Frontiers in Psychology 3:263.
• Song Y, Crowcroft J, Zhang J (2012). Automatic epileptic seizure detection in EEGs based on optimized sample entropy and extreme learning machine. Journal of Neuroscience Methods 210: 132-146. DOI
• Zhang J, Messon A, Welchman A, Kourtzi Z (2010). Learning alters the tuning of functional magnetic resonance imaging patterns for visual forms. Journal of neuroscience 30(42):14127-14133. [Reply to Carp and Park (2010)]
• Zhang J, Kourtzi Z (2010). Learning-dependent plasticity with and without training in the human brain. Proceedings of the National Academy of Sciences 107(30):13503-13508.
• Zhang J, Bogacz R (2010). Optimal decision making on the basis of evidence represented in spike trains. Neural Computation 22(5): 1113-1148. DOI
• Zhang J, Bogacz R (2010). Bounded Ornstein-Uhlenbeck models for two-choice time controlled tasks. Journal of Mathematical Psychology 54(3): 322-333. DOI
• Schwarzkopf DS, Zhang J, Kourtzi Z (2009). Flexible learning of natural statistics in the human brain. Journal of Neurophysiology 102: 1854-1867.
• Zhang J, Bogacz R, Holmes P (2009). A comparison of bounded diffusion models for choice in time controlled tasks. Journal of Mathematical Psychology 53(4): 231-241. DOI
• Bogacz R, Usher M, Zhang J, McClelland JL (2007). Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice. Philosophical Transactions of the Royal Society, Series B 362: 1655-1670.

Book chapters

• Bogacz R, Usher M, Zhang J, McClelland JL (2011). Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice. In Seth A, Bryson J, and Prescott T (Eds.) Modeling Natural Action Selection. Cambridge University Press.

Selected conference abstracts and proceedings

• Zhang J, Hughes L, Rowe J (2012). Behavioral entropy: low-frequency randomness fluctuations in human action selection. 18th Annual Meeting of the Organization for Human Brain Mapping, Beijing, China
• Zhang J, Kriegeskorte N, Rowe J (2011). Voluntary selection and maintenance of decision rules in the human brainn. 41th annual meeting of the Society for Neuroscience, Washington DC, USA
• Zhang J, Hughes L, Rowe, J (2011). Competition and inhibition in human voluntary action selection. 17th Annual Meeting of the Organization for Human Brain Mapping, Quebec City, Canada
• Zhang J, Hughes L, Rowe, J (2011). Competition and selection in voluntary actions. The British Neuroscience Association Meeting, Harrogate, UK
• Zhang J, Kourtzi Z (2010). Learning enhances fMRI pattern-based selectivity for visual forms in the human brain. 10th vision science society annual meeting, Naples, USA
• Zhang J, Kourtzi Z (2009). Learning to see in cluttered scenes: when does the human brain need a teacher? 39th annual meeting of the Society for Neuroscience, Chicago, USA
• Zhang J, Schwarzkopf DS, Kourtzi Z (2009). Learning image regularities for contour detection: when do you need a teacher? Applied vision association annual meeting, Birmingham, UK
• Zhang J, Bogacz R (2008). Superior colliculus and basal ganglia control the saccadic response in motion discrimination tasks. In proceedings of the 1st International Conference on Cognitive Neurodynamics, Shanghai, 475-479.
• Zhang J, Bogacz R (2006). Optimal decision making with realistic bounds on neuronal activity. 15th annual computational neuroscience conference, Edinburgh, UK