Babak Mahmoudi

According to our database1, Babak Mahmoudi authored at least 34 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2023
The Telehealth Dilemma - Health-Care Deserts Meet the Internet's Remote Regions.
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
Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration.
IEEE Micro, 2022

CONTROL-CORE: A Framework for Simulation and Design of Closed-Loop Peripheral Neuromodulation Control Systems.
IEEE Access, 2022

Networking Research Innovations for Telesurgery: A Systematic Review.
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
A Spark-based Analytic Pipeline for Seizure Detection in EEG Big Data Streams.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Seizure Reduction using Model Predictive Control.
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

Cross-entropy optimization for neuromodulation.
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
Efficient temporal decomposition of local field potentials.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

2009
Coadaptive Brain-Machine Interface via Reinforcement Learning.
IEEE Trans. Biomed. Eng., 2009

Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants.
Neural Networks, 2009

2007
Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces.
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


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