Preprints
- T. P. Coleman, "A Simple Memoryless Channel Proof of the Capacity of
the Bits Through Queues Exponential Server Timing Channel " in preparation
for submission to IEEE Transactions on Information Theory , June
2008.
- T. P. Coleman, N. Kiyavash, and V. Subramanian, "The Rate-Distortion
Function of a Poisson Process with a Queueing Distortion Measure" submitted
to IEEE Transactions on Information Theory , May 2008. [pdf]
- A. Trevino, R. Wickesberg, J. Allen, and T.P. Coleman, "A Dynamical
Point Process Model for Auditory Nerve Spiking Encoding Complex Sounds", to
appear, Society for Neuroscience Annual Meeting (SfN) , Washington,
DC, November 2008. Also presented at the Fourth International Workshop
on Statistical Analysis of Neuronal Data (SAND4) , May 29-31, 2008,
Pittsburgh, PA.
- C. Omar, M. Johnson, T. W. Bretl, and T.P. Coleman, "Using feedback
information theory for closed-loop neural control in brain-machine
interfaces", invited talk, special session on "Methods of Information Theory
in Computational Neuroscience", Seventeenth Annual Computational
Neuroscience Meeting (CNS) , July 2008, Portland, OR.
- T. P. Coleman and S. Sarma "A Computationally Efficient Method for
Modeling Neural Spiking Activity with Point Processes Nonparametrically",
submitted June 2008, Neural Computation [pdf]
- J. A. Jarzebowski, L. Srinivasan, and T. P. Coleman, "A Stochastic
Control Approach to Variable Length Menus in P300 Neural Communication
Prostheses", in preparation for submission, IEEE Transactions on Neural
Systems and Rehabilitation Engineering (TNSRE) , summer 2008.
- A. Fernandes, M. Raginsky, and T. P. Coleman, "A Low-Complexity
Universal Scheme for Rate-Constrained Distributed Regression Using a
Wireless Sensor Network" submitted January 2008 to IEEE Transactions on
Signal Processing, Revised June 2008, [pdf].
- T. P. Coleman, E. Martinian, E. Ordentlich, "Joint Source-Channel
Decoding for Transmitting Correlated Sources over Broadcast Networks",
accepted for publication January 2008, IEEE Transactions on Information
Theory , under revision. [pdf]
- T. P. Coleman, M. Medard, M. Effros, "Polynomial Complexity Universal
Block Decoding with Exponential Error Probability Decay", submitted April
2006, under revision, IEEE Transactions on Information Theory. [pdf]
Journals
- T. P. Coleman, A. H. Lee, M. Medard, M. Effros, "Low-Complexity
Approaches to Slepian-Wolf Near-Lossless Distributed Data Compression",
IEEE Transactions on Information Theory, vol. 52, No. 8, pp.
3546-3561,August 2006. [pdf]
- T. P. Coleman and M. Medard, "A Distributed Scheme for Achieving
Energy-Delay Tradeoffs with Multiple Service Classes over a Dynamically
Varying Network", IEEE Journal on Selected Areas in Communications:
Advanced Mobility Management and QoS Protocols for Wireless Internet,
vol. 22, No. 5, pp. 929-941, June 2004. [pdf]
- M. Medard, J. Huang, A. J. Goldsmith, S. P. Meyn, and T. Coleman,
"Capacity of Time-Slotted ALOHA Packetized Mutiple-Access Systems Over the
AWGN Channel", IEEE Transactions on Wireless Communications, vol.
3, No. 2, pp.486-499, March 2004. [pdf]
Selected Conference Proceedings
- J. Jarzebowski, L. Srinivasan, and T. P. Coleman, "Using Stochastic
Control with Data Compression Perspectives to Enhance P300 Neural
Communication Prostheses ", Invited Paper, to appear 2008 IEEE
Information Theory Workshop (ITW) , Porto, Portugal, May 5-9, 2008.
[pdf]
- T. P. Coleman and N. Kiyavash, "Practical Codes for Queuing
Channels: An Algebraic, State-Space, Message-Passing Approach", 2008
IEEE Information Theory Workshop (ITW) , Porto, Portugal, May 5-9,
2008. [pdf]
- A. Fernandes, M. Raginsky, and T. P. Coleman, "A Low-Complexity
Universal Scheme for Rate-Constrained Distributed Regression Using a
Wireless Sensor Network" 2008 IEEE International Conference on
Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, NV,
March 30-April 4, 2008.
- C. Omar, M. Johnson, T. W. Bretl, and T. P. Coleman, "Querying the
user properly for high-performance brain-machine interfaces: recursive
estimation, control, and feedback information-theoretic perspectives,"
Invited Session on "Revamping Signal Processing for
Neuroscience: Challenges in Brain Machine Interface Technology",
2008 IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), Las Vegas, NV, March 30-April 4, 2008.
- T. P. Coleman, N. Kiyavash, and V. Subramanian, "The
Rate-Distortion Function of a Poisson Process with a Queueing Distortion
Measure", 2008 IEEE Data Compression Conference (DCC) ,
Snowbird, Utah, March 23-25, 2008.
- J. A. Jarzebowski, L. Srinivasan, and T. P. Coleman, "A Stochastic
Control Approach to Variable Length Menus in P300 Neural Communication
Prostheses", selected for oral presentation, Society for
Neuroscience Annual Meeting , San Diego, CA, Nov 3-7, 2007. [pdf]
- T. P. Coleman and E. N. Brown, "A recursive filter algorithm for
state estimation from simultaneously recorded continuous-valued, point
process and binary observations", Asilomar Conference on Signals,
Systems, and Computers , Pacific Grove, CA, Oct 29-Nov 1, 2006.
Invited paper. [pdf]
- T. P. Coleman, M. Yanike, W. Suzuki, and E. N. Brown, "A
mixed-filter algorithm for tracking learning from multiple behavioral
and neurophysiological measures", Society for Neuroscience Annual
Meeting , Atlanta, GA, Oct 14-18, 2006.
- T. P. Coleman, E. Martinian, E. Ordentlich, "Joint Source-Channel
Decoding for Transmitting Correlated Sources over Broadcast Networks",
2006 International Symposium on Information Theory (ISIT) ,
Seattle, WA, July 10-14, 2006. [pdf]
- T. P. Coleman, M. Medard, M. Effros, "Time-Sharing Vs.
Source-Splitting in the Slepian-Wolf Problem: Error Exponents Analysis",
2006 IEEE Data Compression Conference, Snowbird, UT, March 28-30,
2006. [pdf]
- T. P. Coleman, M. Medard, "On Low Complexity Decodable Universally
Good Linear Codes", in proceedings, 2006 UCSD Information Theory and
Its Applications Workshop, La Jolla, CA, Feb 6-10, 2006. [pdf]
- T. P. Coleman, M. Effros, E. Martinian, M. Medard, "Rate-splitting
for the Deterministic Broadcast Channel", in proceedings, 2005 IEEE
International Symposium on Information Theory (ISIT) , Adelaide,
Australia, Sep 4-9,2005 [pdf]
- T. P. Coleman, E. Martinian, M. Effros, M. Medard, "Interference
Management via Capacity-Achieving Codes for the Deterministic Broadcast
Channel", in proceedings, 2005 IEEE Information Theory Workshop (ITW)
, Rotorua, New Zealand, August 29 - Sep 1, 2005 [pdf]
- T. P. Coleman, M. Medard, M. Effros, "Linear Complexity Universal
Decoding with Exponential Error Probability Decay", in proceedings,
2005 IEEE WirelessCom Symposium on Information Theory, Maui,
Hawaii, June 13-16, June 2005. [pdf]
- T. P. Coleman, A. H. Lee, M. Medard, M. Effros, "A New
Source-Splitting Approach to the Slepian-Wolf Problem", in proceedings,
IEEE International Symposium on Information Theory (ISIT),
Chicago, IL, June 27 - July 2, 2004. [pdf]
- T. P. Coleman, A. H. Lee, M. Medard, M. Effros, "On Some New
Approaches to Practical Slepian-Wolf Compression Inspired by Channel
Coding", in proceedings, IEEE Data Compression Conference (DCC),
Snowbird, UT, pp. 282 - 291, March 2004. [pdf]
- T. P. Coleman and M. Medard, "The Impact of User Information on
Power-Delay Tradeoffs Between in Bursty Packetized Systems", in
proceedings, IEEE International Symposium on Information Theory
(ISIT), Yokohoma, Japan, pp. 440, June 2003. [pdf]
- T. P. Coleman and M. Medard, "Trade-Off Between Power and Delay in
Wireless Packetized Systems", in proceedings, 39th Annual Allerton
Conference on Communication, Control, and Computing, Monticello, IL,
pp. 501-512, October 2001. [ps]
Theses
- Ph.D. thesis: "Low-Complexity Approaches to Distributed Data
Dissemination" [pdf]