Junichi Suzuki
A5022767735- Neural dynamics and brain function
- Functional Brain Connectivity Studies
- Autism Spectrum Disorder Research
- EEG and Brain-Computer Interfaces
- Advanced Memory and Neural Computing
- stochastic dynamics and bifurcation
Osaka University
2017-2019
NestMC is a new multicompartment neural network simulator currently under development as collaboration between the Simulation Lab Neuroscience at Forschungszentrum Jülich, Barcelona Supercomputing Center and Swiss National Center.NestMC will enable scales classes of morphologically detailed neuronal simulations on current future supercomputing architectures.A number "many-core" architectures such GPU Intel Xeon Phi based systems are available.To optimally use these emerging architecture...
In this study, simulations are conducted using a network model to examine how the macroscopic in brain is related complexity of activity for each region. The composed multiple neuron groups, which consists spiking neurons with different topological properties based on Watts and Strogatz model. spontaneous analyzed multiscale entropy, structural complex theory. Experimental results show that structure high clustering degree centrality increases firing rates group enhances intraconnections...
The human brain has a huge number of neurons connected to each other, forming multitude networks; notably, such connectivity typically exhibits small-world structure. However, the brains persons with autism spectrum disorder (ASD) reportedly have what been termed as "local over-connectivity." neural activity ASD is also atypical; resting-state EEG signals in lower complexity and enhanced power at low high frequency oscillations. In this study, we used network model based on proposed by Watts...