Publications


Papers

2017

Compositional Neural-Network Modeling of Complex Analog Circuits
Ramin M. Hasani, Dieter Haerle, Christian F. Baumgartner, Alessio R. Lomuscio, and Radu Grosu.
Proceedings of 30th International Joint Conference on Neural Networks (IJCNN 2017), IEEE, 2017.
[link]

SIM-CE: An Advanced Simulation Platform for Studying the brain of Caenorhabditis elegans
Ramin M. Hasani, Victoria Beneder, Magdalena Fuchs, David Lung, and Radu Grosu.
Accepted at Workshop on Computational Biology, 34th International Conference on Machine Learning(ICML), 2017.
[link] [pdf]​

Modeling a Simple Non-Associative Learning Mechanism in the Brain of Caenorhabditis elegans
Ramin M. Hasani, Magdalena Fuchs, Victoria Beneder, Radu Grosu.
Accepted at 2nd International Workshop on Biomedical Informatics with Optimization and Machine Learning (BOOM 2017), In conjunction with 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017.​

Towards Deterministic and Stochastic Computations with Izhikevich Spiking Neuron Model
Ramin M. Hasani, Guodong Wang, and Radu Grosu.
Proceedings of 14th International Work-Conference on Artificial Neural Networks (IWANN 2017), Springer, 2017.​

[link]

Computing with Biophysical and Hardware-efficient Neural Models
Konstantin Selyunin, Ramin M. Hasani, Denise Ratasich, Ezio Bartocci, and Radu Grosu.
Proceedings of 14th International Work-Conference on Artificial Neural Networks (IWANN 2017), Springer, 2017.​

[link]

An Automated Auto-encoder Correlation-based Health Monitoring and Prognostic Method for Machine Bearings
Ramin M. Hasani, Guodong Wang, Radu Grosu
arXiv:1703.06272 [cs.LG], 2017.
[link]

SIM-CE: An Advanced Simulink Platform for Studying the Brain of Caenorhabditis elegans
Ramin M. Hasani, Victoria Beneder, Magdalena Fuchs, David Lung, Radu Grosu
arXiv:1703.06270 [q-bio.NC], 2017.
[link] [pdf]

Non-Associative Learning Representation in the Nervous System of the Nematode Caenorhabditis elegans
Ramin M. Hasani, Magdalena Fuchs, Victoria Beneder, Radu Grosu
arXiv:1703.06264 [q-bio.NC], 2017.
[link] [pdf]

Control of the Correlation of Spontaneous Neuron Activity in Biological and Noise-Activated CMOS Artificial Neural Microcircuits
Ramin M. Hasani, Giorgio Ferrari, Hideaki Yamamoto, Sho Kono, Koji Ishihara, Soya Fujimori, Takashi Tanii, Enrico Prati.
arXiv:1702.07426v1 [cs.NE], 2017.
[link]

2016

Efficient Modeling of Complex Analog Integrated Circuits Using Neural Networks
Ramin M. Hasani, Dieter Haerle, and Radu Grosu.
12th Conference on Ph. D. Research in Microelectronics and Electronics (PRIME), 2016, pp. 1-4. IEEE, 2016.
[link]

Probabilistic Reachability Analysis of the Tap-Withdrawal Circuit in Caenorhabditis elegans
Md Ariful Isla, Qinsi Wang, Ramin M. Hasani, Ondrej Balun, Edmund M. Clarke, Radu Grosu, and Scott A. Smolka.
18th IEEE International High Level Design Validation and Test Workshop (HLDVT), pp. 170-177. IEEE, 2016.
[link]

Investigations on the Nervous System of Caenorhabditis elegans
Ramin M. Hasani, Lukas Esterle, and Radu Grosu.
39th German Conference on Artificial Intelligence (KI 2016) – Current AI Research in Austria Workshop (CAIRA), 2016.
[link]


Talks

Dec, 2016
The Search For Food
OpenWorm Journal Club
[video]

Sep, 2016
Investigations on the Nervous System of Caenorhabditis elegans
39th German Conference on Artificial Intelligence (KI 2016) – Current AI Research in Austria Workshop (CAIRA).
[link]


My Theses

Design of CMOS Silicon Neurons for Noise-Assisted Computations in Spiking Neural Networks
Ramin M. Hasani,
M.Sc. Thesis at the Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 2015.
[link]


My Students’ Theses

Towards Distributed Controllers Based on Caenorhabditis elegans Locomotory Neural Network
Ondrej Balún, Supervisors: Ramin M. Hasani, Radu Grosu,
M.Sc. Thesis, at the Department of Informatics, Vienna University of Technology, Jan 2017.
[link]