Cognitive Neurodynamics
Công bố khoa học tiêu biểu
* Dữ liệu chỉ mang tính chất tham khảo
Sắp xếp:
A novel noninvasive brain–computer interface by imagining isometric force levels
Cognitive Neurodynamics - - 2023
Towards a unifying model of neural net activity in the visual cortex
Cognitive Neurodynamics - Tập 1 - Trang 15-25 - 2006
A neural net model describing the non-linear interactions between axonal spikes
is presented. It reconciles aspects of pattern recognition (as action of an
associative memory) with those of spike synchronization and phase locking. The
stability of the synchronized state is studied in detail.
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals
Cognitive Neurodynamics - Tập 17 - Trang 561-561 - 2022
Towards new concepts for a biological neuroscience of consciousness
Cognitive Neurodynamics - Tập 15 - Trang 783-804 - 2021
In the search for a sound model of consciousness, we aim at introducing new
concepts: closure, compositionality, biobranes and autobranes. This is important
to overcome reductionism and to bring life back into the neuroscience of
consciousness. Using these definitions, we conjecture that consciousness
co-arises with the non-trivial composition of biological closure in the form of
biobranes and aut...
Black-white hole pattern: an investigation on the automated chronic neuropathic pain detection using EEG signals
Cognitive Neurodynamics - - 2024
Electroencephalography (EEG) signals provide information about the brain
activities, this study bridges neuroscience and machine learning by introducing
an astronomy-inspired feature extraction model. In this work, we developed a
novel feature extraction function, black-white hole pattern (BWHPat) which
dynamically selects the most suitable pattern from 14 options. We developed
BWHPat in a four-ph...
Dependency analysis of frequency and strength of gamma oscillations on input difference between excitatory and inhibitory neurons
Cognitive Neurodynamics - Tập 15 - Trang 501-515 - 2020
It has been found that gamma oscillations and the oscillation frequencies are
regulated by the properties of external stimuli in many biology experimental
researches. To unveil the underlying mechanism, firstly, we reproduced the
experimental observations in an excitatory/inhibitory (E/I) neuronal network
that the oscillation became stronger and moved to a higher frequency band (gamma
band) with t...
Atypical temporal-scale-specific fractal changes in Alzheimer’s disease EEG and their relevance to cognitive decline
Cognitive Neurodynamics - Tập 13 - Trang 1-11 - 2018
Recent advances in nonlinear analytic methods for electroencephalography have
clarified the reduced complexity of spatiotemporal dynamics in brain activity
observed in Alzheimer’s disease (AD). However, there are far fewer studies
exploring temporal scale dependent fractal properties in AD, despite the
importance of studying the dynamics of brain activity within physiologically
relevant frequency ...
A Kalman filtering approach to the representation of kinematic quantities by the hippocampal-entorhinal complex
Cognitive Neurodynamics - Tập 4 - Trang 315-335 - 2010
Several regions of the brain which represent kinematic quantities are grouped
under a single state-estimator framework. A theoretic effort is made to predict
the activity of each cell population as a function of time using a simple state
estimator (the Kalman filter). Three brain regions are considered in detail: the
parietal cortex (reaching cells), the hippocampus (place cells and
head-direction...
Multiple time delay induced Hopf bifurcation of a cortex - basal ganglia model for Parkinson’s Disease
Cognitive Neurodynamics - - 2024
Exploring the origin of beta - band oscillation in the cortex - basal ganglia
model plays an important role in understanding the mechanism of Parkinson’s
disease. In this paper, we investigate the effect of three synaptic transmission
time delays in the subthalamic nucleus(STN) - the globus pallidus external
segment(GPe) loop, the excitatory neurons in the cortex(EXN) - the inhibitory
neurons in t...
Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface
Cognitive Neurodynamics - Tập 15 - Trang 569-584 - 2021
A brain–computer interface (BCI) can connect humans and machines directly and
has achieved successful applications in the past few decades. Many new BCI
paradigms and algorithms have been developed in recent years. Therefore, it is
necessary to review new progress in BCIs. This paper summarizes progress for
EEG-based BCIs from the perspective of encoding paradigms and decoding
algorithms, which ar...
Tổng số: 744
- 1
- 2
- 3
- 4
- 5
- 6
- 10