How do we perceive the world?

Perception is not a passive process of registering the world.
Rather, the brain can make use of prior knowledge to actively predict possible future states.
This can help to make sense of the incoming sensory signals and make quick and accurate decisions.
The Predictive Brain Lab sets out to understand how our brain uses prior knowledge to aid perception and decision-making processes.

Anticipation of future events

We showed that early visual cortex performs pattern completion by recreating a stimulus sequence after only a subset of the visual sequence is provided. Interestingly, this ‘pre-played’ sequence was temporally faster compared to the actual sequence and linked to behavioral performance during perception.

Layered fMRI reveals feedforward and feedback processing

Ultra-high resolution fMRI allows for functional data to be acquired from separate cortical layers. Using knowledge of the layer-specific terminations of feedforward and feedback connections in visual cortex, we use this to separate top-down from bottom-up visual responses. For example, increased fMRI responses to an illusory shape stimulus from top-down feedback are only found in the deep layers of V1.

Expectations enhance perception

Here, we combined human magnetoencephalography (MEG) with multivariate decoding techniques to resolve the timing of neural signals induced by expectations. We found that, when auditory cues induced the expectation of a grating of a particular orientation, this evoked a neural template of the expected grating already before the grating was presented. These results suggest a mechanism by which the brain predicts future sensory stimuli in order to enhance perception.

Latest news

Paper published in Trends in Cognitive Sciences

It has long been recognised that prior knowledge and  expectations can strongly influence perception, but the neural mechanisms and computational principles underlying this influence are just beginning to be understood. In this paper, we review recent...

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International premiere for ‘The Prediction Machine’

The Prediction machine is a documentary about the work done in our lab, made by Marleine van der Werf in collaboration with Floris de Lange. It was an opening film at last year's Inscience festival. Recently it premiered internationally at Imagine Science festival in...

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How to get to the lab

Donders Institute

Address

Floris de Lange, PhD
Donders Institute (Centre for Cognitive Neuroimaging), Room 01.117
Kapittelweg 29
P.O. Box 9101
NL – 6500 HB Nijmegen
the Netherlands

Phone: +31 24 36 10658
Fax: +31 24 36 10989
e-mail: floris.delange@donders.ru.nl