Babak Mahmoudi

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 25

Top Topics

Systematic Review

Neural Dynamics

Machine Learning

Unsupervised Classification

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Babak Mahmoudi, Homayun Motameni, Hosein Mohamadi
-coverage problem in directional sensor networks. IET Commun. 17 (11) (2023)
Pradeeban Kathiravelu, Dalibor Fonovic, Tihana Galinac Grbac, Zachary Zaiman, Luís Veiga, Judy Wawira Gichoya, Saptarshi Purkayastha, Babak Mahmoudi
The Telehealth Dilemma - Health-Care Deserts Meet the Internet's Remote Regions. Computer 56 (9) (2023)
Parisa Sarikhani, Hao-Lun Hsu, Babak Mahmoudi
Automated Tuning of Closed-loop Neuromodulation Control Systems using Bayesian Optimization. EMBC (2022)
Pradeeban Kathiravelu, Elhadj Benkhelifa, Zachary Zaiman, Matthew Wang, Ramon Correa, Luís Veiga, Imon Banerjee, Hari Trivedi, Saptarshi Purkayastha, Judy Gichoya, Babak Mahmoudi
Networking Research Innovations for Telesurgery: A Systematic Review. SDS (2022)
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
CONTROL-CORE: A Framework for Simulation and Design of Closed-Loop Peripheral Neuromodulation Control Systems. IEEE Access 10 (2022)
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
Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration. IEEE Micro 42 (5) (2022)
Pradeeban Kathiravelu, Parisa Sarikhani, Ping Gu, Babak Mahmoudi
Software-Defined Workflows for Distributed Interoperable Closed-Loop Neuromodulation Control Systems. IEEE Access 9 (2021)
Charles A. Ellis, Mohammad S. Eslampanah Sendi, Jon T. Willie, Babak Mahmoudi
Hierarchical Neural Network with Layer-wise Relevance Propagation for Interpretable Multiclass Neural State Classification. NER (2021)
Andrew Branen, Yuyu Yao, Mayuresh V. Kothare, Babak Mahmoudi, Gautam Kumar
Mapping Vagus Nerve Stimulation Parameters to Cardiac Physiology using Long Short-term Memory Network. EMBC (2021)
Mohammad S. Eslampanah Sendi, Vasiliki Kanta, Cory S. Inman, Joseph R. Manns, Stephan Hamann, Robert E. Gross, Jon T. Willie, Babak Mahmoudi
Amygdala Stimulation Leads to Functional Network Connectivity State Transitions in the Hippocampus. EMBC (2020)
Mohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Babak Mahmoudi, Robyn L. Miller, Vince D. Calhoun
A Machine Learning Model for Exploring Aberrant Functional Network Connectivity Transition in Schizophrenia. SSIAI (2020)
Yaoyao Jia, Byunghun Lee, Fanpeng Kong, Zhaoping Zeng, Mark J. Connolly, Babak Mahmoudi, Maysam Ghovanloo
Erratum to "A Software-Defined Radio Receiver for Wireless Recording From Freely Behaving Animals". IEEE Trans. Biomed. Circuits Syst. 14 (3) (2020)
Sang-Eon Park, Nealen G. Laxpati, Claire-Anne Gutekunst, Mark J. Connolly, Jack Tung, Ken Berglund, Babak Mahmoudi, Robert E. Gross
A Machine Learning Approach to Characterize the Modulation of the Hippocampal Rhythms Via Optogenetic Stimulation of the Medial Septum. Int. J. Neural Syst. 29 (10) (2019)
Yaoyao Jia, Byunghun Lee, Fanpeng Kong, Zhaoping Zeng, Mark J. Connolly, Babak Mahmoudi, Maysam Ghovanloo
A Software-Defined Radio Receiver for Wireless Recording From Freely Behaving Animals. IEEE Trans. Biomed. Circuits Syst. 13 (6) (2019)
Charles A. Ellis, Ping Gu, Mohammad S. Eslampanah Sendi, Daniel Huddleston, Ashish Sharma, Babak Mahmoudi
A Cloud-based Framework for Implementing Portable Machine Learning Pipelines for Neural Data Analysis. EMBC (2019)
Byunghun Lee, Yaoyao Jia, S. Abdollah Mirbozorgi, Mark J. Connolly, Xingyuan Tong, Zhaoping Zeng, Babak Mahmoudi, Maysam Ghovanloo
An Inductively-Powered Wireless Neural Recording and Stimulation System for Freely-Behaving Animals. IEEE Trans. Biomed. Circuits Syst. 13 (2) (2019)
Parisa Sarikhani, Svjetlana Miocinovic, Babak Mahmoudi
Towards automated patient-specific optimization of deep brain stimulation for movement disorders. EMBC (2019)
Mohammad S. Eslampanah Sendi, Mehrdad Heydarzadeh, Babak Mahmoudi
A Spark-based Analytic Pipeline for Seizure Detection in EEG Big Data Streams. EMBC (2018)
Byunghun Lee, Yaoyao Jia, Fanpeng Kong, Mark J. Connolly, Babak Mahmoudi, Maysam Ghovanloo
Toward A Robust Multi-Antenna Receiver for Wireless Recording From Freely-Behaving Animals. BioCAS (2018)
Harleen K. Brar, Ioannis Exarchos, Yunpeng Pan, Evangelos A. Theodorou, Babak Mahmoudi
Seizure Reduction using Model Predictive Control. EMBC (2018)
Omer Ashmaig, Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
Bayesian Optimization of Asynchronous Distributed Microelectrode Theta Stimulation and Spatial Memory. EMBC (2018)
Sang-Eon Park, Nealen G. Laxpati, Mark J. Connolly, Babak Mahmoudi, Robert E. Gross
Predicting the stimulation effectiveness using pre-stimulation neural states via optogenetic activation of the medial septum glutamatergic neurons modulating the hippocampal neural activity. EMBC (2017)
Mark J. Connolly, Sang-Eon Park, Robert E. Gross, Babak Mahmoudi
A machine learning approach to characterizing the effect of asynchronous distributed electrical stimulation on hippocampal neural dynamics in vivo. EMBC (2017)
Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
The influence of the pre-stimulation neural state on the post-stimulation neural dynamics via distributed microstimulation of the hippocampus. EMBC (2016)
Harleen K. Brar, Yunpeng Pan, Babak Mahmoudi, Evangelos A. Theodorou
Cross-entropy optimization for neuromodulation. EMBC (2016)
Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
Towards a platform for prototyping control systems for optimization of neuromodulation therapies. BioCAS (2015)
Noeline W. Prins, Shijia Geng, Eric A. Pohlmeyer, Babak Mahmoudi, Justin C. Sanchez
Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI. EMBC (2013)
Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez
Brain-machine interface control of a robot arm using actor-critic rainforcement learning. EMBC (2012)
Austin J. Brockmeier, José C. Príncipe, Babak Mahmoudi, Justin C. Sanchez
Efficient temporal decomposition of local field potentials. MLSP (2011)
Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, José C. Príncipe
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks 22 (3) (2009)
Jack DiGiovanna, Babak Mahmoudi, José A. B. Fortes, José C. Príncipe, Justin C. Sanchez
Coadaptive Brain-Machine Interface via Reinforcement Learning. IEEE Trans. Biomed. Eng. 56 (1) (2009)
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
Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces. International Conference on Computational Science (1) (2007)
Babak Mahmoudi, Abbas Erfanian
Electro-encephalogram based brain-computer interface: improved performance by mental practice and concentration skills. Medical Biol. Eng. Comput. 44 (11) (2006)
Abbas Erfanian, Babak Mahmoudi
Real-time ocular artifact suppression using recurrent neural network for electro-encephalogram based brain-computer interface. Medical Biol. Eng. Comput. 43 (2) (2005)