Mark J. Connolly

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 16

Top Topics

Software Defined Radio

Sample Selection

Active Learning

Neural Dynamics

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Mark J. Connolly, Enrico Opri, Svjetlana Miocinovic, Annaelle D. Devergnas
Meta-Bayesian Optimization for Deep Brain Stimulation. EMBC (2022)
Mariah Schrum, Mark J. Connolly, Eric R. Cole, Mihir Ghetiya, Robert Gross, Matthew C. Gombolay
Meta-Active Learning in Probabilistically Safe Optimization. IEEE Robotics Autom. Lett. 7 (4) (2022)
Eric R. Cole, Dayton P. Grogan, Thomas E. Eggers, Mark J. Connolly, Nealen G. Laxpati, Robert E. Gross
Model-Driven Collection of Neural Modulation Data. NER (2021)
Eric R. Cole, Mark J. Connolly, Sang-Eon Park, Dayton P. Grogan, William Buxton, Thomas E. Eggers, Nealen G. Laxpati, Robert E. Gross
Autonomous State Inference for Data-Driven Optimization of Neural Modulation. NER (2021)
Mariah L. Schrum, Mark J. Connolly, Eric R. Cole, Mihir Ghetiya, Robert Gross, Matthew C. Gombolay
Meta-active Learning in Probabilistically-Safe Optimization. CoRR (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, Mark J. Connolly, Robert E. Gross
A characterization of epileptogenesis presented in hippocampal neural activity in a rat tetanus toxin model. EMBC (2019)
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)
Mark J. Connolly, Sang-Eon Park, Robert E. Gross
Learning State-Dependent Neural Modulation Policies with Bayesian Optimization. EMBC (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)
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)
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)
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)
Mark J. Connolly, Robert E. Gross, Babak Mahmoudi
Towards a platform for prototyping control systems for optimization of neuromodulation therapies. BioCAS (2015)