Alma Lindborg
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View article: Bayesian semantic surprise based on different types of regularities predicts the N400 and P600 brain signals
Bayesian semantic surprise based on different types of regularities predicts the N400 and P600 brain signals Open
The brain’s remarkable ability to extract patterns from sequences of events has been demonstrated across cognitive domains and is a central assumption of predictive processing theories. While predictions shape language processing at the le…
View article: Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models Open
Generalized Additive Models (GAMs) have recently experienced a resurgence in popularity due to their interpretability, which arises from expressing the target value as a sum of non-linear transformations of the features. Despite the curren…
View article: Semantic surprise predicts the N400 brain potential
Semantic surprise predicts the N400 brain potential Open
Language is central to human life; however, how our brains derive meaning from language is still not well understood. A commonly studied electrophysiological measure of on-line meaning related processing is the N400 component, the computat…
View article: Semantic Surprise Predicts the N400 Brain Potential
Semantic Surprise Predicts the N400 Brain Potential Open
Language is central to human life; however, how our brains derive meaning from language is still not well understood. A commonly studied electrophysiological measure of on-line meaning related processing is the N400 component, the computat…
View article: Bayesian binding and fusion models explain illusion and enhancement effects in audiovisual speech perception
Bayesian binding and fusion models explain illusion and enhancement effects in audiovisual speech perception Open
Speech is perceived with both the ears and the eyes. Adding congruent visual speech improves the perception of a faint auditory speech stimulus, whereas adding incongruent visual speech can alter the perception of the utterance. The latter…
View article: Meaning in brains and machines: Internal activation update in large-scale language model partially reflects the N400 brain potential
Meaning in brains and machines: Internal activation update in large-scale language model partially reflects the N400 brain potential Open
The N400 brain potential has been used as a neural correlate of meaning-related processing in the brain, but its underlying computational mechanism is still not well understood. Although efforts to model the N400 as an update of a probabil…
View article: Audiovisual integration of single consonants and consonant clusters (Audiovisual dataset)
Audiovisual integration of single consonants and consonant clusters (Audiovisual dataset) Open
Audiovisual speech stimuli generated for the manuscript “Audiovisual integration of single consonants and consonant clusters.” The file “AV_stimuli.zip” contains congruent and incongruent (McGurk) audiovisual speech stimuli, which were gen…
View article: Audiovisual integration of single consonants and consonant clusters (Audiovisual dataset)
Audiovisual integration of single consonants and consonant clusters (Audiovisual dataset) Open
Audiovisual speech stimuli generated for the manuscript “Audiovisual integration of single consonants and consonant clusters.” The file “AV_stimuli.zip” contains congruent and incongruent (McGurk) audiovisual speech stimuli, which were gen…
View article: Speech-specific audiovisual integration modulates induced theta-band oscillations
Speech-specific audiovisual integration modulates induced theta-band oscillations Open
Speech perception is influenced by vision through a process of audiovisual integration. This is demonstrated by the McGurk illusion where visual speech (for example /ga/) dubbed with incongruent auditory speech (such as /ba/) leads to a mo…
View article: Electrophysiological evidence for differences between fusion and combination illusions in audiovisual speech perception
Electrophysiological evidence for differences between fusion and combination illusions in audiovisual speech perception Open
Incongruent audiovisual speech stimuli can lead to perceptual illusions such as fusions or combinations. Here, we investigated the underlying audiovisual integration process by measuring ERPs. We observed that visual speech‐induced suppres…