211 citations · 331 across the 5 of their papers we have counts for
5 papers
A Tutorial on Graph Theory for Brain Signal Analysis
Nikolaos Laskaris, Dimitrios A. Adamos, Anastasios Bezerianos
This tutorial paper refers to the use of graph-theoretic concepts for analyzing brain signals. For didactic purposes it splits into two parts: theory and application. In the first…
Cognitive State Analysis, Understanding, and Decoding from the Perspective of Brain Connectivity
Junhua Li, Anastasios Bezerianos, Nitish Thakor
Cognitive states are involving in our daily life, which motivates us to explore them and understand them by a vast variety of perspectives. Among these perspectives, brain connecti…
Multi-Kernel Capsule Network for Schizophrenia Identification
Tian Wang, Anastasios Bezerianos, Andrzej Cichocki +1
Objective: Schizophrenia seriously affects the quality of life. To date, both simple (linear discriminant analysis) and complex (deep neural network) machine learning methods have…
Chimera States in a Two-Population Network of Coupled Pendulum-Like Elements
Tassos Bountis, Vasileios G. Kanas, Johanne Hizanidis +1
More than a decade ago, a surprising coexistence of synchronous and asynchronous behavior called the chimera state was discovered in networks of nonlocally coupled identical phase…
Chimera states in networks of nonlocally coupled Hindmarsh-Rose neuron models
Johanne Hizanidis, Vasilis Kanas, Anastasios Bezerianos +1
We have identified the occurrence of chimera states for various coupling schemes in networks of two-dimensional and three-dimensional Hindmarsh-Rose oscillators, which represent re…