AIMC Topic: Gamma Rhythm
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A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding.
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
May 8, 2019
Motor imagery electroencephalography (EEG) decoding is an essential part of brain-computer interfaces (BCIs) which help motor-disabled patients to communicate with the outside world by external devices. Recently, deep learning algorithms using decomp...
Feature-Linking Model for Image Enhancement.
Neural computation
Mar 4, 2016
Inspired by gamma-band oscillations and other neurobiological discoveries, neural networks research shifts the emphasis toward temporal coding, which uses explicit times at which spikes occur as an essential dimension in neural representations. We pr...
Coherent and intermittent ensemble oscillations emerge from networks of irregular spiking neurons.
Journal of neurophysiology
Nov 11, 2015
Local field potential (LFP) recordings from spatially distant cortical circuits reveal episodes of coherent gamma oscillations that are intermittent, and of variable peak frequency and duration. Concurrently, single neuron spiking remains largely irr...
Theta-Beta/Gamma Coupling Identifies Bothersome Tinnitus Induced by Thalamocortical Dysrhythmia.
Brain and behavior
Jun 1, 2025
BACKGROUND: The phantom sound of tinnitus can be an extremely debilitating condition. The thalamocortical dysrhythmia (TCD) hypothesis is a feature of subjective tinnitus; however, its consistency in characterizing different types of tinnitus remains...
The human brain reveals resting state activity patterns that are predictive of biases in attitudes toward robots.
Science robotics
Sep 30, 2020
The increasing presence of robots in society necessitates a deeper understanding into what attitudes people have toward robots. People may treat robots as mechanistic artifacts or may consider them to be intentional agents. This might result in expla...
Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not.
The Journal of neuroscience : the official journal of the Society for Neuroscience
Aug 8, 2018
Persistent spiking has been thought to underlie working memory (WM). However, virtually all of the evidence for this comes from studies that averaged spiking across time and across trials, which masks the details. On single trials, activity often occ...
A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG.
Chaos (Woodbury, N.Y.)
Aug 1, 2018
Constructing a reliable and stable emotion recognition system is a critical but challenging issue for realizing an intelligent human-machine interaction. In this study, we contribute a novel channel-frequency convolutional neural network (CFCNN), com...
Resonant Interneurons Can Increase Robustness of Gamma Oscillations.
The Journal of neuroscience : the official journal of the Society for Neuroscience
Nov 25, 2015
UNLABELLED: Gamma oscillations are believed to play a critical role in in information processing, encoding, and retrieval. Inhibitory interneuronal network gamma (ING) oscillations may arise from a coupled oscillator mechanism in which individual neu...
Potential Mechanisms Underlying Intercortical Signal Regulation via Cholinergic Neuromodulators.
The Journal of neuroscience : the official journal of the Society for Neuroscience
Nov 11, 2015
UNLABELLED: The dynamical behavior of the cortex is extremely complex, with different areas and even different layers of a cortical column displaying different temporal patterns. A major open question is how the signals from different layers and diff...
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