How are neural representations structured, and how do they underlie behaviour?
Individual differences in behavioural performance.
Social and environmental effects on learning.
Multivoxel pattern-based fMRI analysis (MVPA).
EEG brain-computer interface (BCI).
Anderson, A. J, Binder, J, Fernandino, L., Humphries, C., Conant, L., Aguilar, M., Wang, X., Doko, D. and Raizada, R.D.S. (2016) Predicting neural activity patterns associated with sentences using a neurobiologically motivated model of semantic representation. Cerebral Cortex, Advance Online Publication. DOI: 10.1093/cercor/bhw240. PDF.
Zinszer, B.D., Anderson, A.J., Kang, O., Wheatley, T. and Raizada, R.D.S. (2016) Semantic structural alignment of neural representational spaces enables translation between English and Chinese words. Journal of Cognitive Neuroscience, Advance Online Publication. DOI: 10.1162/jocn_a_01000. PDF.
Shahbazi, R., Raizada, R.D.S. and Edelman, S. (2016) Similarity, kernels, and the fundamental constraints on cognition. Journal of Mathematical Psychology, 70, 21-34. PDF.
Anderson, A.J., Zinszer, B. and Raizada, R.D.S. (2016) Representational similarity encoding for fMRI: Pattern-based synthesis to predict brain activity using stimulus-model-similarities. NeuroImage, 128, 44-53. PDF.
Raizada, R.D.S. and Lee, Y.S. (2013) Smoothness without smoothing: why Gaussian Naive Bayes is not naive for multi-subject searchlight studies. PLoS ONE, PLoS ONE 8(7): e69566. doi:10.1371/journal.pone.0069566 PDF.
Mackey, A.P., Raizada, R.D.S. and Bunge, S.A. (2012) Environmental influences on prefrontal development. In: Principles of frontal lobe function (2nd Edition), edited by Donald Stuss and Robert Knight. Oxford: Oxford University Press. PDF.
Lee, Y.S., Turkeltaub, P., Granger, R.H. and Raizada, R.D.S. (2012) Categorical speech processing in Broca's area: An fMRI study using multivariate pattern-based analysis. Journal of Neuroscience, 32(11), 3942-3948. PDF.
Raizada, R.D.S. and Kriegeskorte, N. (2010) Pattern-information fMRI: new questions which it opens up, and challenges which face it. International Journal of Imaging Systems and Technology, 20(1), 31-41. Special issue on recent developments in neuroimaging, guest edited by Dae-Shik Kim. PDF.
Raizada, R.D.S., Tsao, F.M., Liu, H.M., Holloway, I.D., Ansari, D. and Kuhl, P.K. (2010) Linking brain-wide multivoxel activation patterns to behaviour: examples from language and math. NeuroImage, 51, 462-471. PDF. Supplementary Material.
Raizada, R.D.S. and Kishiyama, M. (2010) Effects of socioeconomic status on brain development, and how Cognitive Neuroscience may contribute to leveling the playing field. Frontiers in Human Neuroscience. doi:10.3389/neuro.09.003.2010. PDF.
Raizada, R.D.S., Tsao, F.M., Liu, H.M. and Kuhl, P.K. (2009) Quantifying the adequacy of neural representations for a cross-language phonetic discrimination task: prediction of individual differences. Cerebral Cortex, 20(1), 1-12. Advance Online Publication: April 22, 2009. PDF. Supplementary material.
Raizada, R.D.S., Richards, T.L., Meltzoff, A.N. and Kuhl, P.K. (2008) Socioeconomic status predicts hemispheric specialisation of the left inferior frontal gyrus in young children. NeuroImage, 40(3), 1392-401. PDF. Supplementary Material.
Raizada, R.D.S. and Poldrack, R.A. (2007) Challenge-driven attention: interacting frontal and brainstem systems. Frontiers in Human Neuroscience, 1, 3. PDF.
Raizada, R.D.S. and Poldrack, R.A. (2007) Selective amplification of stimulus differences during categorical processing of speech. Neuron, 56(4), 726-40. PDF. Supplemental Material.
Raizada, R.D.S. and Grossberg, S. (2003). Towards a theory of the laminar architecture of cerebral cortex: computational clues from the visual system. Cerebral Cortex, 13(1), 100-13. PDF.
Grossberg, S. and Raizada, R.D.S. (2000). Contrast-sensitive perceptual grouping and object-based attention in the laminar circuits of primary visual cortex. Vision Research, 40, 1413-1432. PDF.
Raizada, R.D.S. (2000). "A fruitful blend, or a trinket-box? A book review of The MIT Encyclopedia of the Cognitive Sciences." Neural Networks, 13(3), 397-398. PDF.