[HTML][HTML] Decoding cognition in neurodevelopmental, psychiatric and neurological conditions with multivariate pattern analysis of EEG data
Multivariate pattern analysis (MVPA) of electroencephalographic (EEG) data represents a
revolutionary approach to investigate how the brain encodes information. By considering …
revolutionary approach to investigate how the brain encodes information. By considering …
Using multivariate pattern analysis to increase effect sizes for event‐related potential analyses
Multivariate pattern analysis (MVPA) approaches can be applied to the topographic
distribution of event‐related potential (ERP) signals to “decode” subtly different stimulus …
distribution of event‐related potential (ERP) signals to “decode” subtly different stimulus …
Multisensory perceptual and causal inference is largely preserved in medicated post-acute individuals with schizophrenia
Hallucinations and perceptual abnormalities in psychosis are thought to arise from
imbalanced integration of prior information and sensory inputs. We combined …
imbalanced integration of prior information and sensory inputs. We combined …
Information‐based multivariate decoding reveals imprecise neural encoding in children with attention deficit hyperactivity disorder during visual selective attention
Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder in
school‐age children. Attentional orientation is a potential clinical diagnostic marker to aid in …
school‐age children. Attentional orientation is a potential clinical diagnostic marker to aid in …
EEG decoding of finger numeral configurations with machine learning
In this study, we used multivariate decoding methods to study processing differences
between canonical (montring and count) and noncanonical finger numeral configurations …
between canonical (montring and count) and noncanonical finger numeral configurations …
[PDF][PDF] The time course of face representations during perception and working memory maintenance
GY Bae - Cerebral Cortex Communications, 2021 - academic.oup.com
Successful social communication requires accurate perception and maintenance of invariant
(face identity) and variant (facial expression) aspects of faces. While numerous studies …
(face identity) and variant (facial expression) aspects of faces. While numerous studies …
Neural measures of working memory in a bilateral change detection task
T Feldmann‐Wüstefeld - Psychophysiology, 2021 - Wiley Online Library
The change detection task is a widely used paradigm to examine visual working memory
processes. Participants memorize a set of items and then, try to detect changes in the set …
processes. Participants memorize a set of items and then, try to detect changes in the set …
Decoding violated sensory expectations from the auditory cortex of anaesthetised mice: Hierarchical recurrent neural network depicts separate 'danger'and 'safety' …
The ability to respond appropriately to sensory information received from the external
environment is among the most fundamental capabilities of central nervous systems. In the …
environment is among the most fundamental capabilities of central nervous systems. In the …
[HTML][HTML] Early evoked brain activity underlies auditory and audiovisual speech recognition deficits in schizophrenia
Abstract Objectives People with Schizophrenia (SZ) show deficits in auditory and
audiovisual speech recognition. It is possible that these deficits are related to aberrant early …
audiovisual speech recognition. It is possible that these deficits are related to aberrant early …
How EEG preprocessing shapes decoding performance
EEG preprocessing varies widely between studies, but its impact on classification
performance remains poorly understood. To address this gap, we analyzed seven …
performance remains poorly understood. To address this gap, we analyzed seven …