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Visual search templates are reactivated only temporarily to act as input filters for target detection.

Firing rate nonlinearity recovers linear decodability of orientation information from simple cells of the primary visual cortex under uncertainty of nuisance parameters phase and spatial frequency.

The motor-relevant properties of the myriad objects with which we interact on a daily basis are encoded in memory using categorical representations, or 'object families'.

Concepts can be represented at multiple levels of specificity (individual examples, abstract category averages) within a single task across different regions of the brain.

Six- to twelve-month old infants, who have little linguistic or object experience, classify objects by relying on a invariant representation of global shape known as the shape skeleton.

Gradient-descent synaptic plasticity applied to neuroscience categorization tasks captures the behaviour of common neural activity measures (category and context selectivity, correlation, asymmetry) reported in experiments, and makes novel experimental predictions.

New methods for statistical inference in representational similarity analysis were developed, tested thoroughly, and are made available in an open-source Python toolbox.

Electric fish are able to take what they have learnt about sensory processing in certain situations and apply it in other situations.