Personal profile

Education / Academic qualification

BS EE, West Virginia University

… → 1983

MS EE, West Virginia University

… → 1985

PHD, West Virginia University

… → 1988

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Signal processing Engineering & Materials Science
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Acoustic waves Engineering & Materials Science
Speech coding Engineering & Materials Science
Communication Engineering & Materials Science
Experiments Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1900 2017

A deep learning approach to multiple kernel fusion

Song, H., Thiagarajan, J. J., Sattigeri, P., Ramamurthy, K. N. & Spanias, A. Jun 16 2017 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2292-2296 5 p. 7952565

Research output: ResearchConference contribution

Network architecture
Fusion reactions
Chemical analysis
Experiments
Deep neural networks

A signal recovery method for array processing

Fan, J., Spanias, A. & Tepedelenlioglu, C. 2017 Proceedings of the IASTED International Conference Modelling, Identification and Control, MIC 2017. Acta Press, Vol. 848, p. 133-137 5 p.

Research output: ResearchConference contribution

Recovery
Array processing
Matrix Completion
Missing Data
Simulation Methods

Direct classification from compressively sensed images via deep Boltzmann machine

Braun, H., Turaga, P., Spanias, A. & Tepedelenlioglu, C. Mar 1 2017 Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 454-457 4 p. 7869080

Research output: ResearchConference contribution

Network layers
Backpropagation

Direct estimation of density functionals using a polynomial basis

Wisler, A., Berisha, V., Spanias, A. & Hero, A. O. Nov 25 2017 (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Research - peer-reviewArticle

Polynomials
Probability density function
Information theory
Signal processing
1 Citations

Distributed estimation of the degree distribution in wireless sensor networks

Zhang, S., Lee, J., Tepedelenlioglu, C. & Spanias, A. Feb 2 2017 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841740

Research output: ResearchConference contribution

Wireless sensor networks
Parallel algorithms
Communication
Processing

Projects 1989 2020