Keith M. Chugg

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 31

Top Topics

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Daniel Beauchamp, Keith M. Chugg
Analysis and Calibration for Wideband Times-2 Interleaved Current-Steering DACs. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (11) (2022)
William Chang, Hassan Hamad, Keith M. Chugg
Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations. CoRR (2022)
William Chang, Hassan Hamad, Keith M. Chugg
Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations. IEEECONF (2022)
Daniel Beauchamp, Keith M. Chugg
Improved Analysis of Current-Steering DACs Using Equivalent Timing Errors. ISCAS (2022)
Daniel Beauchamp, Keith M. Chugg
Linearization for High-Speed Current-Steering DACs Using Neural Networks. LASCAS (2021)
Mengkun Ji, Keith M. Chugg
Analysis of the Average Sampling Frequency for Level Crossing Analog-to-Digital Converters. MILCOM (2021)
Sourya Dey, Sara Babakniya, Saikrishna C. Kanala, Marco Paolieri, Leana Golubchik, Peter A. Beerel, Keith M. Chugg
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning. SN Comput. Sci. 2 (4) (2021)
Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning. CoRR (2020)
Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel
Pre-Defined Sparsity for Low-Complexity Convolutional Neural Networks. IEEE Trans. Computers 69 (7) (2020)
Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks. CoRR (2020)
Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning. ACML (2020)
Arnab Sanyal, Peter A. Beerel, Keith M. Chugg
Neural Network Training with Approximate Logarithmic Computations. ICASSP (2020)
Daniel Beauchamp, Keith M. Chugg
Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC. MWSCAS (2019)
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
Pre-Defined Sparse Neural Networks With Hardware Acceleration. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (2) (2019)
Daniel Beauchamp, Keith M. Chugg
Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC. CoRR (2019)
Arnab Sanyal, Peter A. Beerel, Keith M. Chugg
Neural Network Training with Approximate Logarithmic Computations. CoRR (2019)
Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs. CoRR (2019)
Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg
pSConv: A Pre-defined S parse Kernel Based Convolution for Deep CNNs. Allerton (2019)
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
Characterizing Sparse Connectivity Patterns in Neural Networks. ITA (2018)
Sourya Dey, Keith M. Chugg, Peter A. Beerel
Morse Code Datasets for Machine Learning. CoRR (2018)
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
Pre-Defined Sparse Neural Networks with Hardware Acceleration. CoRR (2018)
Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. ReConFig (2018)
Sourya Dey, Keith M. Chugg, Peter A. Beerel
Morse Code Datasets for Machine Learning. ICCCNT (2018)
Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. CoRR (2018)
Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel
Accelerating Training of Deep Neural Networks via Sparse Edge Processing. ICANN (1) (2017)
Sourya Dey, Peter A. Beerel, Keith M. Chugg
Interleaver design for deep neural networks. ACSSC (2017)
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
Characterizing Sparse Connectivity Patterns in Neural Networks. CoRR (2017)
Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel
Accelerating Training of Deep Neural Networks via Sparse Edge Processing. CoRR (2017)
Sourya Dey, Peter A. Beerel, Keith M. Chugg
Interleaver Design for Deep Neural Networks. CoRR (2017)
Hang Qiu, Konstantinos Psounis, Giuseppe Caire, Keith M. Chugg, Kaidong Wang
High-rate WiFi broadcasting in crowded scenarios via lightweight coordination of multiple access points. MobiHoc (2016)
Thomas R. Halford, Thomas A. Courtade, Keith M. Chugg, Xiaochen Li, Gautam Thatte
Energy-Efficient Group Key Agreement for Wireless Networks. IEEE Trans. Wirel. Commun. 14 (10) (2015)
Thomas R. Halford, Thomas A. Courtade, Keith M. Chugg
Energy-efficient, secure group key agreement for ad hoc networks. CNS (2013)
Thomas R. Halford, Keith M. Chugg, Marcus T. Urie
Conditionally Cycle-Free Graphical Models for Coset Codes. IEEE Trans. Inf. Theory 58 (1) (2012)
Thomas R. Halford, Keith M. Chugg
The stability of multihop transport with autonomous cooperation. MILCOM (2011)
Thomas R. Halford, Keith M. Chugg, Andreas Polydoros
Barrage relay networks: System & protocol design. PIMRC (2010)
Thomas R. Halford, Keith M. Chugg
Barrage Relay Networks. ITA (2010)
Thomas R. Halford, Keith M. Chugg
Transactions Letters - Random Redundant Iterative Soft-in Soft-out Decoding. IEEE Trans. Commun. 56 (4) (2008)
Thomas R. Halford, Keith M. Chugg
The Extraction and Complexity Limits of Graphical Models for Linear Codes. IEEE Trans. Inf. Theory 54 (9) (2008)
Thomas R. Halford, Keith M. Chugg
Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes. ISIT (2007)
Mingrui Zhu, Keith M. Chugg
Bounds on the Expansion Properties of Tanner Graphs. IEEE Trans. Inf. Theory 53 (12) (2007)
Pansop Kim, Keith M. Chugg
Capacity for suboptimal receivers for coded multiple-input multiple-output systems. IEEE Trans. Wirel. Commun. 6 (9) (2007)
Achilleas Anastasopoulos, Keith M. Chugg, Giulio Colavolpe, Gianluigi Ferrari, Riccardo Raheli
Iterative Detection for Channels With Memory. Proc. IEEE 95 (6) (2007)
Thomas R. Halford, Keith M. Chugg, Alex J. Grant
Which Codes Have 4-Cycle-Free Tanner Graphs? ISIT (2006)
Thomas R. Halford, Keith M. Chugg
An algorithm for counting short cycles in bipartite graphs. IEEE Trans. Inf. Theory 52 (1) (2006)
On Wa Yeung, Keith M. Chugg
An Iterative Algorithm and Low Complexity Hardware Architecture for Fast Acquisition of Long PN Codes in UWB Systems. J. VLSI Signal Process. 43 (1) (2006)
Thomas R. Halford, Keith M. Chugg
The Extraction and Complexity Limits of Graphical Models for Linear Codes CoRR (2006)
Yuan-Sheng Cheng, Michael J. Neely, Keith M. Chugg
Iterative Message Passing Algorithm for Bipartite Maximum Weighted Matching. ISIT (2006)
Thomas R. Halford, Alex J. Grant, Keith M. Chugg
Which Codes Have 4-Cycle-Free Tanner Graphs? IEEE Trans. Inf. Theory 52 (9) (2006)
Thomas R. Halford, Keith M. Chugg
Random Redundant Soft-In Soft-Out Decoding of Linear Block Codes. ISIT (2006)
Thomas R. Halford, Keith M. Chugg
Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes CoRR (2006)
Keith M. Chugg, Mingrui Zhu
A new approach to rapid PN code acquisition using iterative message passing techniques. IEEE J. Sel. Areas Commun. 23 (5) (2005)
Jun Heo, Keith M. Chugg
Optimization of scaling soft information in iterative decoding via density evolution methods. IEEE Trans. Commun. 53 (6) (2005)
Pansop Kim, Keith M. Chugg
Complex Linear STBCs with Multiple Rates. ISWCS (2005)
Chun-Hsuan Kuo, Keith M. Chugg
The capacity of constant envelope, continuous phase signals over AWGN channel under Carson's rule bandwidth constraint. ICC (2005)
Pansop Kim, Keith M. Chugg
Capacity of Suboptimal Decoders for Coded Multiple-Input Multiple-Output Systems. ISWCS (2005)
Orhan Coskun, Keith M. Chugg
Combined Coding and Training for Unknown ISI Channels. IEEE Trans. Commun. 53 (8) (2005)
Thomas R. Halford, V. Ponnampalam, Alexander J. Grant, Keith M. Chugg
Soft-in soft-out decoding of Reed-Solomon codes based on Vardy and Be'ery's decomposition. IEEE Trans. Inf. Theory 51 (12) (2005)
Yuankai Wang, Reza Omrani, Keith M. Chugg, P. Vijay Kumar
Low-density parity-check space-time codes: performance analysis and code construction. ISIT (2004)
Phunsak Thiennviboon, Antonio Ortega, Keith M. Chugg
Model-based digital image halftoning using iterative reduced-complexity grid message-passing algorithm. Color Imaging: Processing, Hardcopy, and Applications (2003)
Hsiao-feng Lu, Yuankai Wang, P. Vijay Kumar, Keith M. Chugg
Remarks on space-time codes including a new lower bound and an improved code. IEEE Trans. Inf. Theory 49 (10) (2003)
Durai Thirupathi, Keith M. Chugg
Construction of coset-based low rate convolutional codes and their application to rate turbo-like code design. ICC (2003)
Gianluigi Ferrari, Keith M. Chugg
Linear programming-based optimization of the distance spectrum of linear block codes. IEEE Trans. Inf. Theory 49 (7) (2003)
Durai Thirupathi, Keith M. Chugg
A simple construction of low rate convolutional codes with application to low rate turbo-like code design. GLOBECOM (2002)
Phunsak Thiennviboon, Gianluigi Ferrari, Keith M. Chugg
Generalized trellis-based reduced-state soft-input/soft-output algorithms. ICC (2002)
Hsiao-feng Lu, Yuankai Wang, P. Vijay Kumar, Keith M. Chugg
On the performance of space-time codes. ITW (2002)
Guangcai Zhou, Yuankai Wang, Zhen Zhang, Keith M. Chugg
On space-time convolutional codes for PSK modulation. ICC (2001)
Phunsak Thiennviboon, Antonio Ortega, Keith M. Chugg
Simplified grid message-passing algorithm with application to digital image halftoning. ICIP (2) (2001)
Kyuhyuk Chung, Keith M. Chugg, Jun Heo
Reduced state adaptive SISO algorithms for serially concatenated CPM over frequency-selective fading channels. GLOBECOM (2001)
Achilleas Anastasopoulos, Keith M. Chugg
Adaptive iterative detection for phase tracking in turbo-coded systems. IEEE Trans. Commun. 49 (12) (2001)
A. Robert Golshan, Keith M. Chugg
A reduced complexity algorithm for iterative multiuser detection and decoding of asynchronous users. ICC (2001)
Anders A. Hansson, Keith M. Chugg, Tor Aulin
On forward-adaptive versus forward/backward-adaptive SISO algorithms for Rayleigh fading channels. IEEE Commun. Lett. 5 (12) (2001)
Durai Thirupathi, Keith M. Chugg
On the smoothing of trellis coded quantization. GLOBECOM (2001)
Peter A. Beerel, Keith M. Chugg
A low latency SISO with application to broadband turbo decoding. IEEE J. Sel. Areas Commun. 19 (5) (2001)
Keith M. Chugg, Achilleas Anastasopoulos
On symbol error probability bounds for ISI-like channels. IEEE Trans. Commun. 49 (10) (2001)
Jun Heo, Keith M. Chugg
Adaptive iterative detection for turbo codes on flat fading channels. WCNC (2000)
Jun Heo, Keith M. Chugg, Achilleas Anastasopoulos
A Comparison of Forward-Only and Bi-Directional Fixed-Lag Adaptive SISOs. ICC (3) (2000)
Achilleas Anastasopoulos, Keith M. Chugg
Adaptive soft-input soft-output algorithms for iterative detection with parametric uncertainty. IEEE Trans. Commun. 48 (10) (2000)
Xiaopeng Chen, Keith M. Chugg
Reduced-State Soft-Input/Soft-Output Algorithms for Complexity Reduction in Iterative and Non-Iterative Data Detection. ICC (1) (2000)
Gent Paparisto, Keith M. Chugg
PSP array processing for multipath fading channels. IEEE Trans. Commun. 47 (4) (1999)
Gent Paparisto, Keith M. Chugg
The performance of adaptive MLSD for frequency-selective channels with array measurements. ICC (1998)
Keith M. Chugg
The condition for the applicability of the Viterbi algorithm with implications for fading channel MLSD. IEEE Trans. Commun. 46 (9) (1998)
Keith M. Chugg
Blind acquisition characteristics of PSP-based sequence detectors. IEEE J. Sel. Areas Commun. 16 (8) (1998)
Keith M. Chugg, Xiaopeng Chen, Antonio Ortega, Cheng-Wei Chang
An Iterative Algorithm for Two-Dimensional Digital Least Metric Problems with Applications to Digital Image Compression. ICIP (2) (1998)
Xiaopeng Chen, Keith M. Chugg
Near-optimal data detection for two-dimensional ISI/AWGN channels using concatenated modeling and iterative algorithms. ICC (1998)
Achilleas Anastasopoulos, Keith M. Chugg
TCM for frequency-selective, interleaved fading channels using joint diversity combining. ICC (1998)
Keith M. Chugg, Xiaopeng Chen
Efficient architectures for soft-output algorithms. ICC (1998)
Keith M. Chugg, Andreas Polydoros
MLSE for an unknown channel. II. Tracking performance. IEEE Trans. Commun. 44 (8) (1996)
Keith M. Chugg, Andreas Polydoros
MLSE for an unknown channel .I. Optimality considerations. IEEE Trans. Commun. 44 (7) (1996)