Neural coding toolbox. Used for creating basic encoding models that link stimuli to their observed responses.

For more details consult e.g.

• Güçlü, U, van Gerven, MAJ (2015). Increasingly complex representations of natural movies across the dorsal stream are shared between subjects. Neuroimage. In Press.
• Güçlü, U, van Gerven, MAJ (2015). Deep neural networks reveal a gradient in the complexity of neural representations across the ventral stream. The Journal of Neuroscience, 35(27):10005-10014.
• Schoenmakers, S, Güçlü, U, van Gerven, MAJ, Heskes, T. Gaussian mixture models and semantic gating improve reconstructions from human brain activity. Frontiers in Computational Neuroscience. 2014. 8(173).
• Güçlü, U and van Gerven, MAJ. Unsupervised feature learning improves prediction of human brain activity in response to natural images. PLoS Comput Biol. 2014; DOI: 10.1371/journal.pcbi.1003724.
• Schoenmakers, S, Barth, M, Heskes, T, van Gerven, MAJ. Linear reconstruction of perceived images from human brain activity. Neuroimage. 2013; 83:951-961.