223 citations · 475 across the 51 of their papers we have counts for
6 papers · 1 filter
Worm-level Control through Search-based Reinforcement Learning
Mathias Lechner, Radu Grosu, Ramin M. Hasani
Through natural evolution, nervous systems of organisms formed near-optimal structures to express behavior. Here, we propose an effective way to create control agents, by \textit{r…
Searching for Biophysically Realistic Parameters for Dynamic Neuron Models by Genetic Algorithms from Calcium Imaging Recording
Magdalena Fuchs, Manuel Zimmer, Radu Grosu +1
Individual Neurons in the nervous systems exploit various dynamics. To capture these dynamics for single neurons, we tune the parameters of an electrophysiological model of nerve c…
SIM-CE: An Advanced Simulink Platform for Studying the Brain of Caenorhabditis elegans
Ramin M. Hasani, Victoria Beneder, Magdalena Fuchs +2
We introduce SIM-CE, an advanced, user-friendly modeling and simulation environment in Simulink for performing multi-scale behavioral analysis of the nervous system of Caenorhabdit…
Non-Associative Learning Representation in the Nervous System of the Nematode Caenorhabditis elegans
Ramin M. Hasani, Magdalena Fuchs, Victoria Beneder +1
Caenorhabditis elegans (C. elegans) illustrated remarkable behavioral plasticities including complex non-associative and associative learning representations. Understanding the pri…
An Automated Auto-encoder Correlation-based Health-Monitoring and Prognostic Method for Machine Bearings
Ramin M. Hasani, Guodong Wang, Radu Grosu
This paper studies an intelligent ultimate technique for health-monitoring and prognostic of common rotary machine components, particularly bearings. During a run-to-failure experi…
Control of the Correlation of Spontaneous Neuron Activity in Biological and Noise-activated CMOS Artificial Neural Microcircuits
Ramin M. Hasani, Giorgio Ferrari, Hideaki Yamamoto +5
There are several indications that brain is organized not on a basis of individual unreliable neurons, but on a micro-circuital scale providing Lego blocks employed to create compl…