Keith M. Chugg

Affiliations:
  • University of Southern California, Los Angeles, USA


According to our database1, Keith M. Chugg authored at least 75 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2011, "For contributions to adaptive and iterative data detection and decoding".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
FIRE: A Dataset for Financial Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2022
Analysis and Calibration for Wideband Times-2 Interleaved Current-Steering DACs.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Improved Analysis of Current-Steering DACs Using Equivalent Timing Errors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning.
SN Comput. Sci., 2021

Analysis of the Average Sampling Frequency for Level Crossing Analog-to-Digital Converters.
Proceedings of the 2021 IEEE Military Communications Conference, 2021

Linearization for High-Speed Current-Steering DACs Using Neural Networks.
Proceedings of the 12th IEEE Latin America Symposium on Circuits and System, 2021

2020
Pre-Defined Sparsity for Low-Complexity Convolutional Neural Networks.
IEEE Trans. Computers, 2020

Neural Network Training with Approximate Logarithmic Computations.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning.
Proceedings of The 12th Asian Conference on Machine Learning, 2020

2019
Pre-Defined Sparse Neural Networks With Hardware Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

A Pre-defined Sparse Kernel Based Convolution for Deep CNNs.
CoRR, 2019

Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC.
Proceedings of the 62nd IEEE International Midwest Symposium on Circuits and Systems, 2019

pSConv: A Pre-defined S parse Kernel Based Convolution for Deep CNNs.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
A Highly Parallel FPGA Implementation of Sparse Neural Network Training.
Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

Characterizing Sparse Connectivity Patterns in Neural Networks.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Morse Code Datasets for Machine Learning.
Proceedings of the 9th International Conference on Computing, 2018

2017
Accelerating Training of Deep Neural Networks via Sparse Edge Processing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Interleaver design for deep neural networks.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
High-rate WiFi broadcasting in crowded scenarios via lightweight coordination of multiple access points.
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

2015
Energy-Efficient Group Key Agreement for Wireless Networks.
IEEE Trans. Wirel. Commun., 2015

2013
Energy-efficient, secure group key agreement for ad hoc networks.
Proceedings of the IEEE Conference on Communications and Network Security, 2013

2012
Conditionally Cycle-Free Graphical Models for Coset Codes.
IEEE Trans. Inf. Theory, 2012

2011
The stability of multihop transport with autonomous cooperation.
Proceedings of the MILCOM 2011, 2011

2010
Barrage relay networks: System & protocol design.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

Barrage Relay Networks.
Proceedings of the Information Theory and Applications Workshop, 2010

2008
The Extraction and Complexity Limits of Graphical Models for Linear Codes.
IEEE Trans. Inf. Theory, 2008

Transactions Letters - Random Redundant Iterative Soft-in Soft-out Decoding.
IEEE Trans. Commun., 2008

2007
Capacity for suboptimal receivers for coded multiple-input multiple-output systems.
IEEE Trans. Wirel. Commun., 2007

Bounds on the Expansion Properties of Tanner Graphs.
IEEE Trans. Inf. Theory, 2007

Iterative Detection for Channels With Memory.
Proc. IEEE, 2007

Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
An Iterative Algorithm and Low Complexity Hardware Architecture for Fast Acquisition of Long PN Codes in UWB Systems.
J. VLSI Signal Process., 2006

Which Codes Have 4-Cycle-Free Tanner Graphs?
IEEE Trans. Inf. Theory, 2006

An algorithm for counting short cycles in bipartite graphs.
IEEE Trans. Inf. Theory, 2006

Random Redundant Soft-In Soft-Out Decoding of Linear Block Codes.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Iterative Message Passing Algorithm for Bipartite Maximum Weighted Matching.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005
Soft-in soft-out decoding of Reed-Solomon codes based on Vardy and Be'ery's decomposition.
IEEE Trans. Inf. Theory, 2005

Optimization of scaling soft information in iterative decoding via density evolution methods.
IEEE Trans. Commun., 2005

Combined Coding and Training for Unknown ISI Channels.
IEEE Trans. Commun., 2005

A new approach to rapid PN code acquisition using iterative message passing techniques.
IEEE J. Sel. Areas Commun., 2005

Complex Linear STBCs with Multiple Rates.
Proceedings of the 2nd IEEE International Symposium on Wireless Communication Systems, 2005

Capacity of Suboptimal Decoders for Coded Multiple-Input Multiple-Output Systems.
Proceedings of the 2nd IEEE International Symposium on Wireless Communication Systems, 2005

The capacity of constant envelope, continuous phase signals over AWGN channel under Carson's rule bandwidth constraint.
Proceedings of IEEE International Conference on Communications, 2005

2004
Low-density parity-check space-time codes: performance analysis and code construction.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2003
Remarks on space-time codes including a new lower bound and an improved code.
IEEE Trans. Inf. Theory, 2003

Linear programming-based optimization of the distance spectrum of linear block codes.
IEEE Trans. Inf. Theory, 2003

Construction of coset-based low rate convolutional codes and their application to rate turbo-like code design.
Proceedings of IEEE International Conference on Communications, 2003

Model-based digital image halftoning using iterative reduced-complexity grid message-passing algorithm.
Proceedings of the Color Imaging VIII: Processing, Hardcopy, and Applications, Santa Clara, 2003

2002
On the performance of space-time codes.
Proceedings of the 2002 IEEE Information Theory Workshop, 2002

Generalized trellis-based reduced-state soft-input/soft-output algorithms.
Proceedings of the IEEE International Conference on Communications, 2002

A simple construction of low rate convolutional codes with application to low rate turbo-like code design.
Proceedings of the Global Telecommunications Conference, 2002

2001
On symbol error probability bounds for ISI-like channels.
IEEE Trans. Commun., 2001

Adaptive iterative detection for phase tracking in turbo-coded systems.
IEEE Trans. Commun., 2001

A low latency SISO with application to broadband turbo decoding.
IEEE J. Sel. Areas Commun., 2001

On forward-adaptive versus forward/backward-adaptive SISO algorithms for Rayleigh fading channels.
IEEE Commun. Lett., 2001

Simplified grid message-passing algorithm with application to digital image halftoning.
Proceedings of the 2001 International Conference on Image Processing, 2001

On space-time convolutional codes for PSK modulation.
Proceedings of the IEEE International Conference on Communications, 2001

A reduced complexity algorithm for iterative multiuser detection and decoding of asynchronous users.
Proceedings of the IEEE International Conference on Communications, 2001

On the smoothing of trellis coded quantization.
Proceedings of the Global Telecommunications Conference, 2001

Reduced state adaptive SISO algorithms for serially concatenated CPM over frequency-selective fading channels.
Proceedings of the Global Telecommunications Conference, 2001

2000
Adaptive soft-input soft-output algorithms for iterative detection with parametric uncertainty.
IEEE Trans. Commun., 2000

Adaptive iterative detection for turbo codes on flat fading channels.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

A Comparison of Forward-Only and Bi-Directional Fixed-Lag Adaptive SISOs.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

Reduced-State Soft-Input/Soft-Output Algorithms for Complexity Reduction in Iterative and Non-Iterative Data Detection.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1999
PSP array processing for multipath fading channels.
IEEE Trans. Commun., 1999

1998
The condition for the applicability of the Viterbi algorithm with implications for fading channel MLSD.
IEEE Trans. Commun., 1998

Blind acquisition characteristics of PSP-based sequence detectors.
IEEE J. Sel. Areas Commun., 1998

An Iterative Algorithm for Two-Dimensional Digital Least Metric Problems with Applications to Digital Image Compression.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

The performance of adaptive MLSD for frequency-selective channels with array measurements.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

Efficient architectures for soft-output algorithms.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

Near-optimal data detection for two-dimensional ISI/AWGN channels using concatenated modeling and iterative algorithms.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

TCM for frequency-selective, interleaved fading channels using joint diversity combining.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

1996
MLSE for an unknown channel. II. Tracking performance.
IEEE Trans. Commun., 1996

MLSE for an unknown channel .I. Optimality considerations.
IEEE Trans. Commun., 1996


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