[HTML][HTML] Decoding cognition in neurodevelopmental, psychiatric and neurological conditions with multivariate pattern analysis of EEG data

G Marsicano, C Bertini, L Ronconi - Neuroscience & Biobehavioral …, 2024 - Elsevier
Multivariate pattern analysis (MVPA) of electroencephalographic (EEG) data represents a
revolutionary approach to investigate how the brain encodes information. By considering …

Using multivariate pattern analysis to increase effect sizes for event‐related potential analyses

CD Carrasco, B Bahle, AM Simmons… - …, 2024 - Wiley Online Library
Multivariate pattern analysis (MVPA) approaches can be applied to the topographic
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

T Rohe, K Hesse, AC Ehlis, U Noppeney - Plos Biology, 2024 - journals.plos.org
Hallucinations and perceptual abnormalities in psychosis are thought to arise from
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

D Li, X Luo, J Guo, Y Kong, Y Hu, Y Chen… - Human brain …, 2023 - Wiley Online Library
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 …

EEG decoding of finger numeral configurations with machine learning

R Salehzadeh, B Rivera, K Man, N Jalili… - Journal of Numerical …, 2023 - jnc.psychopen.eu
In this study, we used multivariate decoding methods to study processing differences
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 …

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 …

Decoding violated sensory expectations from the auditory cortex of anaesthetised mice: Hierarchical recurrent neural network depicts separate 'danger'and 'safety' …

JA O'Reilly, T Angsuwatanakul… - European Journal of …, 2022 - Wiley Online Library
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 …

[HTML][HTML] Early evoked brain activity underlies auditory and audiovisual speech recognition deficits in schizophrenia

D Senkowski, JK Moran - NeuroImage: Clinical, 2022 - Elsevier
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 …

How EEG preprocessing shapes decoding performance

R Kessler, A Enge, MA Skeide - arxiv preprint arxiv:2410.14453, 2024 - arxiv.org
EEG preprocessing varies widely between studies, but its impact on classification
performance remains poorly understood. To address this gap, we analyzed seven …