Babak Mahmoudi
According to our database1,
Babak Mahmoudi
authored at least 34 papers
between 2005 and 2023.
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Bibliography
2023
Computer, September, 2023
A new hybrid algorithm integrating genetic algorithm with Tabu search to solve imbalanced <i>k</i>-coverage problem in directional sensor networks.
IET Commun., July, 2023
2022
IEEE Micro, 2022
CONTROL-CORE: A Framework for Simulation and Design of Closed-Loop Peripheral Neuromodulation Control Systems.
IEEE Access, 2022
Proceedings of the Ninth International Conference on Software Defined Systems, 2022
Automated Tuning of Closed-loop Neuromodulation Control Systems using Bayesian Optimization.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Software-Defined Workflows for Distributed Interoperable Closed-Loop Neuromodulation Control Systems.
IEEE Access, 2021
Hierarchical Neural Network with Layer-wise Relevance Propagation for Interpretable Multiclass Neural State Classification.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
Mapping Vagus Nerve Stimulation Parameters to Cardiac Physiology using Long Short-term Memory Network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Erratum to "A Software-Defined Radio Receiver for Wireless Recording From Freely Behaving Animals".
IEEE Trans. Biomed. Circuits Syst., 2020
A Machine Learning Model for Exploring Aberrant Functional Network Connectivity Transition in Schizophrenia.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020
Amygdala Stimulation Leads to Functional Network Connectivity State Transitions in the Hippocampus.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
An Inductively-Powered Wireless Neural Recording and Stimulation System for Freely-Behaving Animals.
IEEE Trans. Biomed. Circuits Syst., 2019
A Software-Defined Radio Receiver for Wireless Recording From Freely Behaving Animals.
IEEE Trans. Biomed. Circuits Syst., 2019
A Machine Learning Approach to Characterize the Modulation of the Hippocampal Rhythms Via Optogenetic Stimulation of the Medial Septum.
Int. J. Neural Syst., 2019
Towards automated patient-specific optimization of deep brain stimulation for movement disorders.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A Cloud-based Framework for Implementing Portable Machine Learning Pipelines for Neural Data Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Bayesian Optimization of Asynchronous Distributed Microelectrode Theta Stimulation and Spatial Memory.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Toward A Robust Multi-Antenna Receiver for Wireless Recording From Freely-Behaving Animals.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
2017
Predicting the stimulation effectiveness using pre-stimulation neural states via optogenetic activation of the medial septum glutamatergic neurons modulating the hippocampal neural activity.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A machine learning approach to characterizing the effect of asynchronous distributed electrical stimulation on hippocampal neural dynamics in vivo.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
The influence of the pre-stimulation neural state on the post-stimulation neural dynamics via distributed microstimulation of the hippocampus.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Towards a platform for prototyping control systems for optimization of neuromodulation therapies.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2013
Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Brain-machine interface control of a robot arm using actor-critic rainforcement learning.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
2009
IEEE Trans. Biomed. Eng., 2009
Neural Networks, 2009
2007
Proceedings of the Computational Science, 2007
2006
Electro-encephalogram based brain-computer interface: improved performance by mental practice and concentration skills.
Medical Biol. Eng. Comput., 2006
2005
Real-time ocular artifact suppression using recurrent neural network for electro-encephalogram based brain-computer interface.
Medical Biol. Eng. Comput., 2005