Person
Martin Hasler
Related publications (96)
Topography of EEG multivariate phase synchronization in early Alzheimer's disease
Martin Hasler, Reto Meuli, Mahdi Jalili
Alzheimer's disease (AD) is likely to disrupt the synchronization of the bioelectrical processes in the distributed cortical networks underlying cognition. We analyze the surface topography of the multivariate phase synchronization (MPS) of multichannel EE ...
2010Reservoir optimization in recurrent neural networks using properties of Kronecker product
Martin Hasler, Ali Ajdari Rad, Mahdi Jalili
Recurrent neural networks based on reservoir computing are increasingly being used in many applications. Optimization of the topological structure of the reservoir and the internal connection weights for a given task is one of the most important problems i ...
2010Fire Detection and Localization Using Wireless Sensor Networks
Martin Hasler, Alireza Khadivi
A Wireless Sensor Network (WSN) is a network of usually a large number of small sensor nodes that are wirelessly connected to each other in order to remotely monitor an environment or phenomena. Sensor nodes use the data aggregation method as an effective ...
Springer, 233 Spring Street, New York, Ny 10013, United States2010Markov Chain Modeling And Analysis Of Complicated Phenomena In Coupled Chaotic Oscillators
In this paper, we propose a Markov chain modeling of complicated phenomena observed from coupled chaotic oscillators. Once we obtain the transition probability matrix from computer simulation results, various statistical quantities can be easily calculated ...
2010Community detection enhancement in networks using proper weighting and partial synchronization
Martin Hasler, Ali Ajdari Rad, Alireza Khadivi
A community in a network is a subset of vertices densely connected to each other, but less connected to the vertices outside. Many different approaches have been developed to find such structures in a given network, but the main drawback of most of the ava ...
Ieee Service Center, 445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa2010Automatic skill acquisition in Reinforcement Learning using connection graph stability centrality
Reinforcement Learning (RL) is an approach for training agent's behavior through trial-and-error interactions with a dynamic environment. An important problem of RL is that in large domains an enormous number of decisions are to be made. Hence, instead of ...
Ieee Service Center, 445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa2010Community detection enhancement in networks using proper weighting and partial synchronization
Martin Hasler, Ali Ajdari Rad, Alireza Khadivi
A community in a network is a subset of vertices densely connected to each other, but less connected to the vertices outside. Many different approaches have been developed to find such structures in a given network, but the main drawback of most of the ava ...
IEEE2010Fire Detection and Localization Using Wireless Sensor Networks
Martin Hasler, Alireza Khadivi
A Wireless Sensor Network (WSN) is a network of usually a large number of small sensor nodes that are wirelessly connected to each other in order to remotely monitor an environment or phenomena. Sensor nodes use the data aggregation method as an effective ...
Springer2010A Weighting Scheme for Enhancing Community Detection in Networks
Martin Hasler, Alireza Khadivi
Many algorithms have recently been proposed for finding communities in networks. By definition, a community is a subset of vertices with a high number of connections among the vertices, but only few connections with other vertices. The worst drawback of mo ...
IEEE2010Attenuated asymmetry of functional connectivity in schizophrenia: A high-resolution EEG study
Martin Hasler, Reto Meuli, Kim Do, Mahdi Jalili
The interhemispheric asymmetries that originate from connectivity-related structuring of the cortex are compromised in schizophrenia (SZ). Under the assumption that such abnormalities affect functional connectivity, we analyzed its correlate-EEG synchroniz ...
Wiley-Blackwell2010