State-dependent effects of neural stimulation on brain function and cognition

C Bradley, AS Nydam, PE Dux… - Nature Reviews …, 2022 - nature.com
Invasive and non-invasive brain stimulation methods are widely used in neuroscience to
establish causal relationships between distinct brain regions and the sensory, cognitive and …

EEG power spectral measures of cognitive workload: A meta‐analysis

S Chikhi, N Matton, S Blanchet - Psychophysiology, 2022 - Wiley Online Library
Cognitive workload (CWL) is a fundamental concept in the assessment and monitoring of
human performance during cognitive tasks. Numerous studies have attempted to objectively …

[HTML][HTML] Gamma and beta bursts underlie working memory

M Lundqvist, J Rose, P Herman, SL Brincat… - Neuron, 2016 - cell.com
Working memory is thought to result from sustained neuron spiking. However, computational
models suggest complex dynamics with discrete oscillatory bursts. We analyzed local field …

Learning representations from EEG with deep recurrent-convolutional neural networks

P Bashivan, I Rish, M Yeasin, N Codella - arXiv preprint arXiv:1511.06448, 2015 - arxiv.org
One of the challenges in modeling cognitive events from electroencephalogram (EEG) data
is finding representations that are invariant to inter-and intra-subject differences, as well as …

Multimodal data capabilities for learning: What can multimodal data tell us about learning?

K Sharma, M Giannakos - British Journal of Educational …, 2020 - Wiley Online Library
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …

Towards a systematization of brain oscillatory activity in actions

C Beste, A Münchau, C Frings - Communications Biology, 2023 - nature.com
Abstract Information processing in the brain is governed by oscillatory activity. Activity
oscillations in specific frequency bands (theta, alpha, beta and gamma) have been …

Theta and alpha oscillations are traveling waves in the human neocortex

H Zhang, AJ Watrous, A Patel, J Jacobs - Neuron, 2018 - cell.com
Human cognition requires the coordination of neural activity across widespread brain
networks. Here, we describe a new mechanism for large-scale coordination in the human …

[HTML][HTML] The theta-gamma neural code

JE Lisman, O Jensen - Neuron, 2013 - cell.com
Theta and gamma frequency oscillations occur in the same brain regions and interact with
each other, a process called cross-frequency coupling. Here, we review evidence for the …

Working memory and neural oscillations: alpha–gamma versus theta–gamma codes for distinct WM information?

F Roux, PJ Uhlhaas - Trends in cognitive sciences, 2014 - cell.com
Neural oscillations at different frequencies have recently been related to a wide range of
basic and higher cognitive processes. One possible role of oscillatory activity is to assure the …

The neural oscillations of speech processing and language comprehension: state of the art and emerging mechanisms

L Meyer - European Journal of Neuroscience, 2018 - Wiley Online Library
Neural oscillations subserve a broad range of functions in speech processing and language
comprehension. On the one hand, speech contains—somewhat—repetitive trains of air …