BCNM Project Publications
This material is presented to ensure timely dissemination of scholarly
and technical work. Copyright and all rights therein are retained by
authors or by other copyright holders. All persons copying this
information are expected to adhere to the terms and constraints
invoked by each author's copyright.
A BibTeX file
containing bibliographic
information for all publications listed here is also available.
Globally, this publication list is ordered in reverse chronological
order. Within a given year, the ordering is alphabetical (by author
name).
The primary sponsor of the DSPCAD Group's work in this research area is
the US National Institutes of Health.
We are also grateful to the following sponsors, who have supported the research
in Maryland DSPCAD Research Group at large:
Agilent Technologies; Angeles Design Systems, Inc.; the Austrian Marshall Plan
Foundation; CoolCAD Electronics; the Defense Advanced Research Projects Agency;
the Department of Homeland Security; the Fulbright Specialists Program of the
Council for International Exchange of Scholars; IGI Technologies; Intel; the
Laboratory for Physical Sciences; the Laboratory for Telecommunication
Sciences; Management Communications and Control, Inc.; the Maryland Industrial
Partnerships (MIPS) Program; the National Institutes of Health; National
Instruments; the National Institute of Standards and Technology; the National
Radio Astronomy Observatory; Northrop Grumman Corp.; the Semiconductor Research
Corporation; Techno-Sciences, Inc.; Texas Instruments, Inc.; Trident Systems,
Inc.; the University of Maryland Graduate School; the US Air Force Office of
Scientific Research under the Dynamic Data Driven Applications Systems (DDDAS)
Program; the US Air Force Research Laboratory; the US Army Research Laboratory;
the US Army Research Office; and the US National Science Foundation.
DSPCAD Group Website.
Publications are listed for some or all of the following years:
2021,
2020,
2019,
2018,
2017,
2016,
2015,
2014,
2013, 2012, 2011,
2010, 2009, 2008,
2007, 2006, 2005,
2004, 2003, 2002,
2001, 2000, 1999,
1998, 1997, 1996,
1995, 1994, 1993,
1992
Bibliography generated from contentsIn.bib
- [lee2023x1]
- Y. Lee.
Design Techniques for Embedded Computer Vision and Signal
Processing.
PhD thesis, Department of Electrical and Computer Engineering, University of
Maryland, College Park, 2023.
- [wu2023x1]
- X. Wu, D.-T. Lin, R. Chen, and S. S.
Bhattacharyya.
Jump-GRS: a multi-phase approach to structured pruning of neural networks for
neural decoding.
Journal of Neural Engineering, 20(4):1-17, July 2023.
- [xie2023x2]
- J. Xie.
Methods and Tools for Real-Time Neural Image Processing.
PhD thesis, Department of Electrical and Computer Engineering, University of
Maryland, College Park, 2023.
- [xie2023x1]
- J. Xie, R. Chen, and S. S.
Bhattacharyya.
A parameter-optimization framework for neural decoding systems.
Frontiers in Neuroinformatics, 17:1-15, 2023.
- [wu2022x2]
- X. Wu.
Efficient Machine Learning Techniques for Neural Decoding Systems.
PhD thesis, Department of Electrical and Computer Engineering, University of
Maryland, College Park, 2022.
- [wu2021x1]
- X. Wu, S. S. Bhattacharyya, and
R. Chen.
WGEVIA: A graph level embedding method for microcircuit data.
Frontiers in Computational Neuroscience, 14:1-18, January
2021.
- [wu2021x2]
- X. Wu, D.-T. Lin, R. Chen, and
S. Bhattacharyya.
Learning compact DNN models for behavior prediction from calcium imaging of
neural activity.
Journal of Signal Processing Systems, 2021.
To appear.
- [lee2020x5]
- K. Lee, X. Wu, Y. Lee, D.-T. Lin,
S. S. Bhattacharyya, and R. Chen.
Neural decoding on
imbalanced calcium imaging data with a network of support vector
machines.
Advanced Robotics, pages 1-12, 2020.
DOI: 10.1080/01691864.2020.1863259.
- [lee2020x2]
- Y. Lee, J. Xie, E. Lee,
S. Sudarsanan, D.-T. Lin, R. Chen, and S. Bhattacharyya.
Real-time neuron detection and neural signal extraction platform for miniature
calcium imaging.
Frontiers in Computational Neuroscience, 14:1-20, 2020.
- [lee2020x1]
- Y. Lee, J. Xie, E.-J. Lee, R. Chen,
and S. S. Bhattacharyya.
The neuron
detection and signal extraction platform: Introduction to NDSEP version
1.0.
Technical Report DSPCAD-TR-2020-01, Maryland DSPCAD Research Group, Department
of Electrical and Computer Engineering, University of Maryland at College
Park, April 2020.
- [lee2019x3]
- K. Lee, Y. Lee, D.-T. Lin, S. S.
Bhattacharyya, and R. Chen.
Real-time calcium imaging based neural decoding with a support vector machine.
In Proceedings of the IEEE Biomedical Circuits and Systems
Conference, Nara, Japan, October 2019.
4 pages in online proceedings.
- [lee2017x5]
- Y. Lee, S. C. Madayambath, Y. Liu,
D. T. Lin, R. Chen, and S. S. Bhattacharyya.
Online learning in neural decoding using incremental linear discriminant
analysis.
In Proceedings of the IEEE International Conference on Cyborg and Bionic
Systems, pages 173-177, Beijing, China, October 2017.