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Methodological considerations for studying neural oscillations
Neural oscillations are ubiquitous across recording methodologies and species, broadly associated with cognitive tasks, and amenable to computational modelling that investigates neural circuit generating mechanisms and neural population dynamics. Because
Thomas Donoghue +2 more
semanticscholar +4 more sources
Contrastive learning and neural oscillations [PDF]
The concept of Contrastive Learning (CL) is developed as a family of possible learning algorithms for neural networks. CL is an extension of Deterministic Boltzmann Machines to more general dynamical systems.
Baldi, Pierre, Pineda, Fernando
core +5 more sources
Neural Oscillations as Representations [PDF]
We explore the contribution made by oscillatory, synchronous neural activity to representation in the brain. We closely examine six prominent examples of brain function in which neural oscillations play a central role, and identify two levels of ...
Manolo Martínez, Marc Artiga
semanticscholar +2 more sources
Neural Oscillations in Aversively Motivated Behavior
Fear and anxiety-based disorders are highly debilitating and among the most prevalent psychiatric disorders. These disorders are associated with abnormal network oscillations in the brain, yet a comprehensive understanding of the role of network ...
Michael S. Totty, Stephen Maren
semanticscholar +4 more sources
Collective oscillations in disordered neural networks [PDF]
We investigate the onset of collective oscillations in a network of pulse-coupled leaky-integrate-and-fire neurons in the presence of quenched and annealed disorder. We find that the disorder induces a weak form of chaos that is analogous to that arising
Alessandro Torcini +6 more
core +7 more sources
Generation of 'semi-guided' cortical organoids with complex neural oscillations. [PDF]
Fitzgerald MQ +6 more
europepmc +2 more sources
Phase-Dependent Deep Brain Stimulation: A Review
Neural oscillations are repetitive patterns of neural activity in the central nervous systems. Oscillations of the neurons in different frequency bands are evident in electroencephalograms and local field potential measurements.
Lekshmy Sudha Kumari, Abbas Z. Kouzani
doaj +1 more source
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations
Electrophysiological power spectra typically consist of two components: An aperiodic part usually following an 1/f power law P∝1/fβand periodic components appearing as spectral peaks. While the investigation of the periodic parts, commonly referred to as
M. Gerster +7 more
semanticscholar +1 more source
Current findings and perspectives on aberrant neural oscillations in schizophrenia
There is now consistent evidence that neural oscillation at low‐ and high‐frequencies constitute an important aspect of the pathophysiology of schizophrenia. Specifically, impaired rhythmic activity may underlie the deficit to generate coherent cognition
Y. Hirano, P. Uhlhaas
semanticscholar +1 more source
Modeling neural oscillations [PDF]
A brief review of oscillatory activity in neurons and networks is given. Conditions required for neural oscillations are provided. Three mathematical methods for studying the coupling between neural oscillators are described: (i) weak coupling, (ii) firing time maps, and (iii) leaky integrate-and-fire methods.
G Bard, Ermentrout, Carson C, Chow
openaire +2 more sources

