Research graph
References from Neural oscillation and non-oscillation separator for highly time-resolved decomposition of beta band activity. Local targets link to admitted publications; unresolved targets remain external evidence.
Amplitude and frequency modulation of subthalamic beta oscillations jointly encode the dopaminergic state in Parkinson’s disease
10.1038/s41531-022-00399-4 · 2022 · External reference
Comparison of detrending methods for fluctuation analysis
10.1016/j.physa.2008.04.023 · 2008 · External reference
An iterative search algorithm to identify oscillatory dynamics in neurophysiological time series
2022 · External reference
Voluntary movements cause beta oscillations increase and broadband slope decrease in the subthalamic nucleus of parkinsonian patients
10.1111/ejn.14715 · 2021 · External reference
Periodic/Aperiodic parameterization of transient oscillations (PAPTO)–Implications for healthy ageing
10.1016/j.neuroimage.2022.118974 · 2022 · External reference
A neurophysiological basis for aperiodic EEG and the background spectral trend
10.1038/s41467-024-45922-8 · 2024 · External reference
The origin of extracellular fields and currents–EEG, ECoG, LFP and spikes
10.1038/nrn3241 · 2012 · External reference
Neuronal oscillations in cortical networks
10.1126/science.1099745 · 2004 · External reference
NeuroDSP: A package for neural digital signal processing
10.21105/joss.01272 · 2019 · External reference
Nonsinusoidal oscillations underlie pathological phase-amplitude coupling in the motor cortex in Parkinson’s disease
2016 · External reference
Brain oscillations and the importance of waveform shape
10.1016/j.tics.2016.12.008 · 2017 · External reference
Phase retrieval: From computational imaging to machine learning: A tutorial
10.1109/msp.2022.3219240 · 2023 · External reference
A Systematic Review of Aperiodic Neural Activity in Clinical Investigations
10.1111/ejn.70255 · 2025 · External reference
Parameterizing neural power spectra into periodic and aperiodic components
10.1038/s41593-020-00744-x · 2020 · External reference
Methodological considerations for studying neural oscillations
10.1111/ejn.15361 · 2022 · External reference
Levodopa-induced modulation of subthalamic beta oscillations during self-paced movements in patients with Parkinson's disease
10.1111/j.1460-9568.2005.03969.x · 2005 · External reference
Dynamic predictions: oscillations and synchrony in top–down processing
10.1038/35094565 · 2001 · External reference
Deep brain stimulation can suppress pathological synchronisation in parkinsonian patients
10.1136/jnnp.2010.217489 · 2011 · External reference
Stimulation-induced inhibition of neuronal firing in human subthalamic nucleus
10.1007/s00221-003-1784-y · 2004 · External reference
Alternating Modulation of Subthalamic Nucleus Beta Oscillations during Stepping
10.1523/jneurosci.3596-17.2018 · 2018 · External reference
Simulated power spectral density (PSD) of background electrocorticogram (ECoG)
10.1007/s11571-008-9064-y · 2009 · External reference
Modulation of aperiodic EEG activity provides sensitive index of cognitive state changes during working memory task
10.7554/elife.101071.4 · 2025 · External reference
Neuronal gamma-band synchronization as a fundamental process in cortical computation
10.1146/annurev.neuro.051508.135603 · 2009 · External reference
Inferring synaptic excitation/inhibition balance from field potentials
10.1016/j.neuroimage.2017.06.078 · 2017 · External reference
Separating neural oscillations from aperiodic 1/f activity: challenges and recommendations
10.1007/s12021-022-09581-8 · 2022 · External reference
Long-term wireless streaming of neural recordings for circuit discovery and adaptive stimulation in individuals with Parkinson's disease
10.1038/s41587-021-00897-5 · 2021 · External reference
Detrending moving average algorithm for multifractals
2010 · External reference
A brief introduction to mixed effects modelling and multi-model inference in ecology
10.7717/peerj.4794 · 2018 · External reference
Acute In Vivo Electrophysiological Recordings of Local Field Potentials and Multi-unit Activity from the Hyperdirect Pathway in Anesthetized Rats
10.3791/55940 · 2017 · External reference
Scale-free brain activity: past, present, and future
10.1016/j.tics.2014.04.003 · 2014 · External reference
Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning
10.1016/j.knosys.2022.109125 · 2022 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Modulation of dopamine tone induces frequency shifts in cortico-basal ganglia beta oscillations
10.1038/s41467-021-27375-5 · 2021 · External reference
Shaping functional architecture by oscillatory alpha activity: gating by inhibition
10.3389/fnhum.2010.00186 · 2010 · External reference
Event-induced modulation of aperiodic background EEG: Attention-dependent and age-related shifts in E:I balance, and their consequences for behavior
10.1162/imag_a_00054 · 2024 · External reference
The ups and downs of beta oscillations in sensorimotor cortex
10.1016/j.expneurol.2012.09.014 · 2013 · External reference
alpha-band oscillations, attention, and controlled access to stored information
10.1016/j.tics.2012.10.007 · 2012 · External reference
High-frequency stimulation of the subthalamic nucleus suppresses oscillatory beta activity in patients with Parkinson's disease in parallel with improvement in motor performance
10.1523/jneurosci.0282-08.2008 · 2008 · External reference
Pathological synchronisation in the subthalamic nucleus of patients with Parkinson's disease relates to both bradykinesia and rigidity
10.1016/j.expneurol.2008.11.008 · 2009 · External reference
Multiple Intrinsic Timescales Govern Distinct Brain States in Human Sleep
10.1523/jneurosci.0171-24.2024 · 2024 · External reference
Basal ganglia beta oscillations accompany cue utilization
10.1016/j.neuron.2011.11.032 · 2012 · External reference
Rapid fragmentation of neuronal networks at the onset of propofol-induced unconsciousness
10.1073/pnas.1210907109 · 2012 · External reference
A system for massively parallel hyperparameter tuning
2020 · External reference
A Novel Time-Frequency Parameterization Method for Oscillations in Specific Frequency Bands and Its Application on OPM-MEG
2024 · External reference
The theta-gamma neural code
10.1016/j.neuron.2013.03.007 · 2013 · External reference
The functional role of beta oscillations in Parkinson's disease
10.1016/s1353-8020(13)70013-0 · 2014 · External reference
Adaptive deep brain stimulation in advanced Parkinson disease
10.1002/ana.23951 · 2013 · External reference
Broadband shifts in local field potential power spectra are correlated with single-neuron spiking in humans
10.1523/jneurosci.2041-09.2009 · 2009 · External reference
Differential contributions of subthalamic beta rhythms and 1/f broadband activity to motor symptoms in Parkinson's disease
10.1038/s41531-018-0068-y · 2018 · External reference
Subthalamic high frequency stimulation resets subthalamic firing and reduces abnormal oscillations
10.1093/brain/awh616 · 2005 · External reference
Movement preparation and bilateral modulation of beta activity in aging and Parkinson’s disease
10.1371/journal.pone.0114817 · 2015 · External reference
Power-law scaling in the brain surface electric potential
10.1371/journal.pcbi.1000609 · 2009 · External reference
Aperiodic spectral slope tracks the effects of brain state on saliency responses in the human auditory cortex
10.1038/s41598-024-80911-3 · 2024 · External reference
Functional Connectivity Is Dominated by Aperiodic, Rather Than Oscillatory, Coupling
10.1523/jneurosci.1041-25.2025 · 2025 · External reference
Subthalamic synchronized oscillatory activity correlates with motor impairment in patients with Parkinson's disease
10.1002/mds.26759 · 2016 · External reference
Unresolved reference
1997 · External reference
Abnormal UP/DOWN membrane potential dynamics coupled with the neocortical slow oscillation in dentate granule cells during the latent phase of temporal lobe epilepsy
10.1523/eneuro.0017-16.2016 · 2016 · External reference
Spike sorting with Kilosort4
10.1038/s41592-024-02232-7 · 2024 · External reference
Oscillatory vs. non-oscillatory subthalamic beta activity in Parkinson's disease
10.1113/jp284768 · 2024 · External reference
Investigating large-scale brain dynamics using field potential recordings: analysis and interpretation
10.1038/s41593-018-0171-8 · 2018 · External reference
Comparison between spontaneous and kainate-induced gamma oscillations in the mouse hippocampus in vitro
10.1111/j.1460-9568.2009.06771.x · 2009 · External reference
Unresolved reference
2019 · External reference
A unifying principle underlying the extracellular field potential spectral responses in the human cortex
10.1152/jn.00943.2014 · 2015 · External reference
Architecture of the subthalamic nucleus
10.1038/s42003-023-05691-4 · 2024 · External reference
Time-Resolved Aperiodic and Oscillatory Dynamics during Human Visual Memory Encoding
10.1523/jneurosci.2404-24.2025 · 2025 · External reference
The brain in fractal time: 1/f-like power spectrum scaling of the human electroencephalogram
10.3109/00207459208999796 · 1992 · External reference
STL: A seasonal-trend decomposition procedure based on loess
1990 · External reference
U-net: Convolutional networks for biomedical image segmentation
2015 · External reference
Periodic and aperiodic changes to cortical EEG in response to pharmacological manipulation
10.1152/jn.00445.2023 · 2024 · External reference
Interrupted time series analysis using autoregressive integrated moving average (ARIMA) models: a guide for evaluating large-scale health interventions
10.1186/s12874-021-01235-8 · 2021 · External reference
Dopamine and beta-band oscillations differentially link to striatal value and motor control
10.1126/sciadv.abb9226 · 2020 · External reference
Long-term consistency of aperiodic and periodic physiomarkers in subthalamic local field potentials in Parkinson's disease
10.1038/s41531-025-01053-5 · 2025 · External reference
Decoding Movement States in Stepping Cycles Based on Subthalamic LFPs in Parkinsonian Patients
2018 · External reference
Aperiodic and Periodic Components of Ongoing Oscillatory Brain Dynamics Link Distinct Functional Aspects of
2021 · External reference
Measuring phase-amplitude coupling between neuronal oscillations of different frequencies
10.1152/jn.00106.2010 · 2010 · External reference
Beta-band activity during motor planning reflects response uncertainty
10.1523/jneurosci.6026-09.2010 · 2010 · External reference
Attention is all you need
2017 · External reference
Age-Related Changes in 1/f Neural Electrophysiological Noise
10.1523/jneurosci.2332-14.2015 · 2015 · External reference
Separating Fractal and Oscillatory Components in the Power Spectrum of Neurophysiological Signal
10.1007/s10548-015-0448-0 · 2016 · External reference
The aperiodic exponent of subthalamic field potentials reflects excitation/inhibition balance in Parkinsonism
10.7554/elife.82467 · 2023 · External reference
Time-resolved parameterization of aperiodic and periodic brain activity
10.7554/elife.77348 · 2022 · External reference
Deep brain stimulation alleviates Parkinsonian motor deficits through desynchronizing GABA release in mice
10.1038/s41467-025-59113-6 · 2025 · External reference
Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research
10.1016/j.neuron.2021.10.030 · 2022 · External reference
Modulations of EEG beta power during planning and execution of grasping movements
10.1371/journal.pone.0060060 · 2013 · External reference