High-frequency brain activity and muscle artifacts in MEG/EEG: a review and recommendations
SD Muthukumaraswamy - Frontiers in human neuroscience, 2013 - frontiersin.org
In recent years high-frequency brain activity in the gamma-frequency band (30–80 Hz) and
above has become the focus of a growing body of work in MEG/EEG research …
above has become the focus of a growing body of work in MEG/EEG research …
Brain–computer interfaces using sensorimotor rhythms: current state and future perspectives
Many studies over the past two decades have shown that people can use brain signals to
convey their intent to a computer using brain-computer interfaces (BCIs). BCI systems extract …
convey their intent to a computer using brain-computer interfaces (BCIs). BCI systems extract …
Deep learning with convolutional neural networks for EEG decoding and visualization
RT Schirrmeister, JT Springenberg… - Human brain …, 2017 - Wiley Online Library
Deep learning with convolutional neural networks (deep ConvNets) has revolutionized
computer vision through end‐to‐end learning, that is, learning from the raw data. There is …
computer vision through end‐to‐end learning, that is, learning from the raw data. There is …
Broadband shifts in local field potential power spectra are correlated with single-neuron spiking in humans
JR Manning, J Jacobs, I Fried… - Journal of …, 2009 - Soc Neuroscience
A fundamental question in neuroscience concerns the relation between the spiking of
individual neurons and the aggregate electrical activity of neuronal ensembles as seen in …
individual neurons and the aggregate electrical activity of neuronal ensembles as seen in …
A framework for local cortical oscillation patterns
Oscillations are a pervasive feature of neuronal activity in the cerebral cortex. Here, we
propose a framework for understanding local cortical oscillation patterns in cognition: two …
propose a framework for understanding local cortical oscillation patterns in cognition: two …
Neural correlates of high-gamma oscillations (60–200 Hz) in macaque local field potentials and their potential implications in electrocorticography
Recent studies using electrocorticographic (ECoG) recordings in humans have shown that
functional activation of cortex is associated with an increase in power in the high-gamma …
functional activation of cortex is associated with an increase in power in the high-gamma …
Transient induced gamma-band response in EEG as a manifestation of miniature saccades
The induced gamma-band EEG response (iGBR) recorded on the scalp is widely assumed
to reflect synchronous neural oscillation associated with object representation, attention …
to reflect synchronous neural oscillation associated with object representation, attention …
Shifts in gamma phase–amplitude coupling frequency from theta to alpha over posterior cortex during visual tasks
The phase of ongoing theta (4–8 Hz) and alpha (8–12 Hz) electrophysiological oscillations
is coupled to high gamma (80–150 Hz) amplitude, which suggests that low-frequency …
is coupled to high gamma (80–150 Hz) amplitude, which suggests that low-frequency …
Metastability and coherence: extending the communication through coherence hypothesis using a whole-brain computational perspective
G Deco, ML Kringelbach - Trends in neurosciences, 2016 - cell.com
Understanding the mechanisms for communication in the brain remains one of the most
challenging scientific questions. The communication through coherence (CTC) hypothesis …
challenging scientific questions. The communication through coherence (CTC) hypothesis …
Signal quality of simultaneously recorded invasive and non-invasive EEG
Both invasive and non-invasive electroencephalographic (EEG) recordings from the human
brain have an increasingly important role in neuroscience research and are candidate …
brain have an increasingly important role in neuroscience research and are candidate …