Babak Mahmoudi

36 papers Misc 1Journal 15Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Distributed executions with CONTROL-CORE: integrated development environment (IDE) for cosed-loop neuromodulation control systems.
Clust. Comput.
Pradeeban Kathiravelu, Mark G. Arnold, Shivang Vijay, Rahul Jagwani, Parteek Goyal, Aviral Kumar Goel, Nan Li, Charles Horn, Tony Pan, Mayuresh V. Kothare, Babak Mahmoudi
2024 J jnl
A novel compartmental approach for modeling stomach motility and gastric emptying.
Comput. Biol. Medicine
Shannon Q. Fernandes, Mayuresh V. Kothare, Babak Mahmoudi
2023 J jnl
A new hybrid algorithm integrating genetic algorithm with Tabu search to solve imbalanced
IET Commun.
Babak Mahmoudi, Homayun Motameni, Hosein Mohamadi
2023 J jnl
The Telehealth Dilemma - Health-Care Deserts Meet the Internet's Remote Regions.
Computer
Pradeeban Kathiravelu, Dalibor Fonovic, Tihana Galinac Grbac, Zachary Zaiman, Luís Veiga, Judy Wawira Gichoya, Saptarshi Purkayastha, Babak Mahmoudi
2022 — conf
Automated Tuning of Closed-loop Neuromodulation Control Systems using Bayesian Optimization.
EMBC
Parisa Sarikhani, Hao-Lun Hsu, Babak Mahmoudi
2022 J jnl
CONTROL-CORE: A Framework for Simulation and Design of Closed-Loop Peripheral Neuromodulation Control Systems.
IEEE Access
Pradeeban Kathiravelu, Mark G. Arnold, Jake Fleischer, Yuyu Yao, Shubham Awasthi, Aviral Kumar Goel, Andrew Branen, Parisa Sarikhani, Gautam Kumar, Mayuresh V. Kothare, Babak Mahmoudi
2022 — conf
Networking Research Innovations for Telesurgery: A Systematic Review.
SDS
Pradeeban Kathiravelu, Elhadj Benkhelifa, Zachary Zaiman, Matthew Wang, Ramon Correa, Luís Veiga, Imon Banerjee, Hari Trivedi, Saptarshi Purkayastha, Judy Gichoya, Babak Mahmoudi
2022 J jnl
Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration.
IEEE Micro
Joon Kyung Kim, Byung Hoon Ahn, Sean Kinzer, Soroush Ghodrati, Rohan Mahapatra, Brahmendra Reddy Yatham, Shu-Ting Wang, Dohee Kim, Parisa Sarikhani, Babak Mahmoudi, Divya Mahajan, Jongse Park, Hadi Esmaeilzadeh
2021 — conf
Hierarchical Neural Network with Layer-wise Relevance Propagation for Interpretable Multiclass Neural State Classification.
NER
Charles A. Ellis, Mohammad S. Eslampanah Sendi, Jon T. Willie, Babak Mahmoudi
2021 — conf
Mapping Vagus Nerve Stimulation Parameters to Cardiac Physiology using Long Short-term Memory Network.
EMBC
Andrew Branen, Yuyu Yao, Mayuresh V. Kothare, Babak Mahmoudi, Gautam Kumar
2021 J jnl
Software-Defined Workflows for Distributed Interoperable Closed-Loop Neuromodulation Control Systems.
IEEE Access
Pradeeban Kathiravelu, Parisa Sarikhani, Ping Gu, Babak Mahmoudi
2020 — conf
A Machine Learning Model for Exploring Aberrant Functional Network Connectivity Transition in Schizophrenia.
SSIAI
Mohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Babak Mahmoudi, Robyn L. Miller, Vince D. Calhoun
2020 — conf
Amygdala Stimulation Leads to Functional Network Connectivity State Transitions in the Hippocampus.
EMBC
Mohammad S. Eslampanah Sendi, Vasiliki Kanta, Cory S. Inman, Joseph R. Manns, Stephan Hamann, Robert E. Gross, Jon T. Willie, Babak Mahmoudi
2020 J jnl
Erratum to "A Software-Defined Radio Receiver for Wireless Recording From Freely Behaving Animals".
IEEE Trans. Biomed. Circuits Syst.
Yaoyao Jia, Byunghun Lee, Fanpeng Kong, Zhaoping Zeng, Mark J. Connolly, Babak Mahmoudi, Maysam Ghovanloo
2019 — conf
A Cloud-based Framework for Implementing Portable Machine Learning Pipelines for Neural Data Analysis.
EMBC
Charles A. Ellis, Ping Gu, Mohammad S. Eslampanah Sendi, Daniel E. Huddleston, Ashish Sharma, Babak Mahmoudi
2019 J jnl
A Machine Learning Approach to Characterize the Modulation of the Hippocampal Rhythms Via Optogenetic Stimulation of the Medial Septum.
Int. J. Neural Syst.
Sang-Eon Park, Nealen G. Laxpati, Claire-Anne Gutekunst, Mark J. Connolly, Jack Tung, Ken Berglund, Babak Mahmoudi, Robert E. Gross
2019 J jnl
A Software-Defined Radio Receiver for Wireless Recording From Freely Behaving Animals.
IEEE Trans. Biomed. Circuits Syst.
Yaoyao Jia, Byunghun Lee, Fanpeng Kong, Zhaoping Zeng, Mark J. Connolly, Babak Mahmoudi, Maysam Ghovanloo
2019 J jnl
An Inductively-Powered Wireless Neural Recording and Stimulation System for Freely-Behaving Animals.
IEEE Trans. Biomed. Circuits Syst.
Byunghun Lee, Yaoyao Jia, S. Abdollah Mirbozorgi, Mark J. Connolly, Xingyuan Tong, Zhaoping Zeng, Babak Mahmoudi, Maysam Ghovanloo
2019 — conf
Towards automated patient-specific optimization of deep brain stimulation for movement disorders.
EMBC
Parisa Sarikhani, Svjetlana Miocinovic, Babak Mahmoudi
2018 — conf
A Spark-based Analytic Pipeline for Seizure Detection in EEG Big Data Streams.
EMBC
Mohammad S. Eslampanah Sendi, Mehrdad Heydarzadeh, Babak Mahmoudi
2018 — conf
Bayesian Optimization of Asynchronous Distributed Microelectrode Theta Stimulation and Spatial Memory.
EMBC
Omer Ashmaig, Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
2018 — conf
Seizure Reduction using Model Predictive Control.
EMBC
Harleen K. Brar, Ioannis Exarchos, Yunpeng Pan, Evangelos A. Theodorou, Babak Mahmoudi
2018 — conf
Toward A Robust Multi-Antenna Receiver for Wireless Recording From Freely-Behaving Animals.
BioCAS
Byunghun Lee, Yaoyao Jia, Fanpeng Kong, Mark J. Connolly, Babak Mahmoudi, Maysam Ghovanloo
2017 — conf
A machine learning approach to characterizing the effect of asynchronous distributed electrical stimulation on hippocampal neural dynamics in vivo.
EMBC
Mark J. Connolly, Sang-Eon Park, Robert E. Gross, Babak Mahmoudi
2017 — conf
Predicting the stimulation effectiveness using pre-stimulation neural states via optogenetic activation of the medial septum glutamatergic neurons modulating the hippocampal neural activity.
EMBC
Sang-Eon Park, Nealen G. Laxpati, Mark J. Connolly, Babak Mahmoudi, Robert E. Gross
2016 — conf
Cross-entropy optimization for neuromodulation.
EMBC
Harleen K. Brar, Yunpeng Pan, Babak Mahmoudi, Evangelos A. Theodorou
2016 — conf
The influence of the pre-stimulation neural state on the post-stimulation neural dynamics via distributed microstimulation of the hippocampus.
EMBC
Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
2015 — conf
Towards a platform for prototyping control systems for optimization of neuromodulation therapies.
BioCAS
Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
2013 — conf
Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI.
EMBC
Noeline W. Prins, Shijia Geng, Eric A. Pohlmeyer, Babak Mahmoudi, Justin C. Sanchez
2012 — conf
Brain-machine interface control of a robot arm using actor-critic rainforcement learning.
EMBC
Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez
2011 — conf
Efficient temporal decomposition of local field potentials.
MLSP
Austin J. Brockmeier, José C. Príncipe, Babak Mahmoudi, Justin C. Sanchez
2009 J jnl
Coadaptive Brain-Machine Interface via Reinforcement Learning.
IEEE Trans. Biomed. Eng.
Jack DiGiovanna, Babak Mahmoudi, José A. B. Fortes, José C. Príncipe, Justin C. Sanchez
2009 J jnl
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants.
Neural Networks
Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, José C. Príncipe
2007 Misc conf
Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces.
International Conference on Computational Science (1)
Jack DiGiovanna, Loris Marchal, Prapaporn Rattanatamrong, Ming Zhao, Shalom Darmanjian, Babak Mahmoudi, Justin C. Sanchez, José C. Príncipe, Linda Hermer-Vazquez, Renato J. O. Figueiredo, José A. B. Fortes
2006 J jnl
Electro-encephalogram based brain-computer interface: improved performance by mental practice and concentration skills.
Medical Biol. Eng. Comput.
Babak Mahmoudi, Abbas Erfanian
2005 J jnl
Real-time ocular artifact suppression using recurrent neural network for electro-encephalogram based brain-computer interface.
Medical Biol. Eng. Comput.
Abbas Erfanian, Babak Mahmoudi