110 citations · 543 across the 15 of their papers we have counts for
9 papers · 1 filter
Hierarchical emotion-recognition framework based on discriminative brain neural network topology and ensemble co-decision strategy
Cunbo Li, Peiyang Li, Yangsong Zhang +5
Brain neural networks characterize various information propagation patterns for different emotional states. However, the statistical features based on traditional graph theory may…
Functional importance of noise in neuronal information processing
Daqing Guo, Matjaz Perc, Tiejun Liu +1
Noise is an inherent part of neuronal dynamics, and thus of the brain. It can be observed in neuronal activity at different spatiotemporal scales, including in neuronal membrane po…
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs
Yangsong Zhang, Erwei Yin, Fali Li +4
Effective frequency recognition algorithms are critical in steady-state visual evoked potential (SSVEP) based brain-computer interfaces (BCIs). In this study, we present a hierarch…
Two-stage frequency recognition method based on correlated component analysis for SSVEP-based BCI
Yangsong Zhang, Erwei Yin, Fali Li +7
Canonical correlation analysis (CCA) is a state-of-the-art method for frequency recognition in steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI) sys…
Heterogeneity of Synaptic Input Connectivity Regulates Spike-based Neuronal Avalanches
Shengdun Wu, Yangsong Zhang, Yan Cui +7
Our mysterious brain is believed to operate near a non-equilibrium point and generate critical self-organized avalanches in neuronal activity. Recent experimental evidence has reve…
Frequency-difference-dependent stochastic resonance in neural systems
Daqing Guo, Matjaz Perc, Yangsong Zhang +2
Biological neurons receive multiple noisy oscillatory signals, and their dynamical response to the superposition of these signals is of fundamental importance for information proce…
Regulation of Irregular Neuronal Firing by Autaptic Transmission
Daqing Guo, Shengdun Wu, Mingming Chen +7
The importance of self-feedback autaptic transmission in modulating spike-time irregularity is still poorly understood. By using a biophysical model that incorporates autaptic coup…
Firing regulation of fast-spiking interneurons by autaptic inhibition
Daqing Guo, Mingming Chen, Matjaz Perc +6
Fast-spiking (FS) interneurons in the brain are self-innervated by powerful inhibitory GABAergic autaptic connections. By computational modelling, we investigate how autaptic inhib…
Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence
Mingming Chen, Daqing Guo, Tiebin Wang +6
Absence epilepsy is believed to be associated with the abnormal interactions between the cerebral cortex and thalamus. Besides the direct coupling, anatomical evidence indicates th…