1988 …2020

Research output per year

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Article
2020

Adaptive-Length Coding of Image Data for Low-Cost Approximate Storage

Fan, Q., Lilja, D. J. & Sapatnekar, S. S., Feb 1 2020, In : IEEE Transactions on Computers. 69, 2, p. 239-252 14 p., 8865439.

Research output: Contribution to journalArticle

2019

Low-cost stochastic hybrid multiplier for qantized neural networks

Li, B., Najafi, M. H. & Lilja, D. J., Mar 2019, In : ACM Journal on Emerging Technologies in Computing Systems. 15, 2, 18.

Research output: Contribution to journalArticle

3 Scopus citations

NetStorage: A synchronized trace-driven replayer for network-storage system evaluation

Li, B., Wen, H., Toussi, F., Anderson, C., King-Smith, B. A., Lilja, D. J. & Du, D. H., Apr 2019, In : Performance Evaluation. 130, p. 86-100 15 p.

Research output: Contribution to journalArticle

2 Scopus citations

Performing Stochastic Computation Deterministically

Hassan Najafi, M., Jenson, D., Lilja, D. J. & Riedel, M. D., Dec 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 12, p. 2925-2938 14 p., 8793244.

Research output: Contribution to journalArticle

1 Scopus citations

Spin-Hall-Effect-Based Stochastic Number Generator for Parallel Stochastic Computing

Hu, J., Li, B., Ma, C., Lilja, D. & Koester, S. J., Aug 2019, In : IEEE Transactions on Electron Devices. 66, 8, p. 3620-3627 8 p., 8741170.

Research output: Contribution to journalArticle

1 Scopus citations
2018

Approximate communication: Techniques for reducing communication bottlenecks in large-scale parallel systems

Betzel, F., Khatamifard, K., Suresh, H., Lilja, D. J., Sartori, J. & Karpuzcu, U., Jan 2018, In : ACM Computing Surveys. 51, 1, 1.

Research output: Contribution to journalArticle

15 Scopus citations

High Quality Down-Sampling for Deterministic Approaches to Stochastic Computing

Najafi, M. H. & Lilja, D., Jan 2 2018, (Accepted/In press) In : IEEE Transactions on Emerging Topics in Computing.

Research output: Contribution to journalArticle

5 Scopus citations

Low-cost sorting network circuits using unary processing

Najafi, M. H., Lilja, D. J., Riedel, M. D. & Bazargan, K., Aug 2018, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 26, 8, p. 1471-1480 10 p.

Research output: Contribution to journalArticle

11 Scopus citations

On Memory System Design for Stochastic Computing

Karen Khatamifard, S., Hassan Najafi, M., Ghoreyshi, A., Karpuzcu, U. & Lilja, D. J., Jul 1 2018, In : IEEE Computer Architecture Letters. 17, 2, p. 117-121 5 p.

Research output: Contribution to journalArticle

3 Scopus citations
2017

A reconfigurable architecture with sequential logic-based stochastic computing

Najafi, M. H., Li, P., Lilja, D. J., Qian, W., Bazargan, K. & Riedel, M., Jun 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 13, 4, 57.

Research output: Contribution to journalArticle

8 Scopus citations

Impact of spintronic memory on multicore cache hierarchy design

Ma, C., Tuohy, W. & Lilja, D. J., Mar 1 2017, In : IET Computers and Digital Techniques. 11, 2, p. 51-59 9 p.

Research output: Contribution to journalArticle

Polysynchronous clocking: Exploiting the skew tolerance of stochastic circuits

Najafi, M. H., Lilja, D. J., Riedel, M. D. & Bazargan, K., Oct 1 2017, In : IEEE Transactions on Computers. 66, 10, p. 1734-1746 13 p., 7911306.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Time-Encoded Values for Highly Efficient Stochastic Circuits

Najafi, M. H., Jamali-Zavareh, S., Lilja, D. J., Riedel, M. D., Bazargan, K. & Harjani, R., May 2017, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 25, 5, p. 1644-1657 14 p., 7822930.

Research output: Contribution to journalArticle

Open Access
28 Scopus citations
2016

Stochastic logics with two-dimensional state transfer structure and its application in the artificial neural network

Ji, Y., Chen, W., Ran, F., Zhang, J. & David, L., Aug 1 2016, In : Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology. 38, 8, p. 2099-2106 8 p.

Research output: Contribution to journalArticle

2014

A digitally driven pixel circuit with current compensation for AMOLED microdisplays

Ji, Y., Ran, F., Xu, H., Shen, W. & Lilja, D. J., Sep 1 2014, In : Journal of the Society for Information Display. 22, 9, p. 465-472 8 p.

Research output: Contribution to journalArticle

12 Scopus citations

Computation on stochastic bit streams digital image processing case studies

Li, P., Lilja, D. J., Qian, W., Bazargan, K. & Riedel, M., Mar 2014, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 22, 3, p. 449-462 14 p., 6502263.

Research output: Contribution to journalArticle

108 Scopus citations

Logical computation on stochastic bit streams with linear finite-state machines

Li, P., Lilja, D. J., Qian, W., Riedel, M. & Bazargan, K., Jun 2014, In : IEEE Transactions on Computers. 63, 6, p. 1473-1485 13 p., 6307798.

Research output: Contribution to journalArticle

29 Scopus citations
2013

Analysis method of stochastic computing system based on hypergeometric decomposition

Ma, C. G., Zhong, S. A., Lilja, D. & Qu, R. Y., Feb 1 2013, In : Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology. 35, 2, p. 355-360 6 p.

Research output: Contribution to journalArticle

1 Scopus citations

Comparing the performance of stochastic simulation on GPUs and OpenMP

Xiao, W., Li, P. & Lilja, D. J., 2013, In : International Journal of Computational Science and Engineering. 8, 1, p. 34-46 13 p.

Research output: Contribution to journalArticle

2012

Design of a storage processing unit

Li, P., Gomez, K. & Lilja, D. J., Oct 22 2012, In : Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. 1 p.

Research output: Contribution to journalArticle

1 Scopus citations
2011

An architecture for fault-tolerant computation with stochastic logic

Qian, W., Li, X., Riedel, M. D., Bazargan, K. & Lilja, D. J., Jan 1 2011, In : IEEE Transactions on Computers. 60, 1, p. 93-105 13 p., 5601694.

Research output: Contribution to journalArticle

225 Scopus citations

A pure single-walled carbon nanotube thin film based three-terminal microelectromechanical switch

Jang, M. W., Chen, C. L., Partlo, W. E., Patil, S. R., Lee, D., Ye, Z., Lilja, D., Taton, T. A., Cui, T. & Campbell, S. A., Feb 14 2011, In : Applied Physics Letters. 98, 7, 073502.

Research output: Contribution to journalArticle

6 Scopus citations

Fault tolerance for nanotechnology devices at the bit and module levels with history index of correct computation

Dotan, Y., Levison, N. & Lilja, D., Jul 1 2011, In : IET Computers and Digital Techniques. 5, 4, p. 221-230 10 p.

Research output: Contribution to journalArticle

7 Scopus citations

Magnetic tunnel junction logic architecture for realization of simultaneous computation and communication

Lyle, A., Patil, S., Harms, J., Glass, B., Yao, X., Lilja, D. & Wang, J. P., Oct 1 2011, In : IEEE Transactions on Magnetics. 47, 10, p. 2970-2973 4 p., 6028204.

Research output: Contribution to journalArticle

19 Scopus citations

Performance analysis of single-phase, multiphase, and multicomponent lattice-Boltzmann fluid flow simulations on GPU clusters

Myre, J., Walsh, S. D. C., Lilja, D. & Saar, M. O., Mar 25 2011, In : Concurrency Computation Practice and Experience. 23, 4, p. 332-350 19 p.

Research output: Contribution to journalArticle

31 Scopus citations
2010

Cross-layer speculative architecture for end systems and gateways in computer networks with lossy links

Bai, H., Lilja, D. J. & Atiquzzaman, M., Aug 1 2010, In : Wireless Networks. 16, 6, p. 1621-1638 18 p.

Research output: Contribution to journalArticle

2 Scopus citations

Direct communication between magnetic tunnel junctions for nonvolatile logic fan-out architecture

Lyle, A., Harms, J., Patil, S., Yao, X., Lilja, D. J. & Wang, J. P., Oct 11 2010, In : Applied Physics Letters. 97, 15, 152504.

Research output: Contribution to journalArticle

46 Scopus citations

Using resampling techniques to compute confidence intervals for the harmonic mean of rate-based performance metrics

Patil, S. & Lilja, D. J., Jan 1 2010, In : IEEE Computer Architecture Letters. 9, 1, p. 1-4 4 p., 5394469.

Research output: Contribution to journalArticle

10 Scopus citations
2009

Accelerating geoscience and engineering system simulations on graphics hardware

Walsh, S. D. C., Saar, M. O., Bailey, P. & Lilja, D. J., Dec 1 2009, In : Computers and Geosciences. 35, 12, p. 2353-2364 12 p.

Research output: Contribution to journalArticle

45 Scopus citations

History index of correct computation for fault-tolerant nano-computing

Dotan, Y., Levison, N., Avidan, R. & Lilja, D. J., Jul 1 2009, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 17, 7, p. 943-952 10 p., 4840439.

Research output: Contribution to journalArticle

5 Scopus citations
2008

MMV: A metamodeling based microprocessor validation environment

Mathaikutty, D. A., Kodakara, S. V., Dingankar, A., Shukla, S. K. & Lilja, D. J., Apr 1 2008, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 16, 4, p. 339-352 14 p., 4469915.

Research output: Contribution to journalArticle

2 Scopus citations
2007

An adaptive dual control framework for QoS design

Wu, K., Lilja, D. J. & Bai, H., Jun 1 2007, In : Cluster Computing. 10, 2, p. 217-228 12 p.

Research output: Contribution to journalArticle

1 Scopus citations

CIM: A reliable metric for evaluating program phase classifications

Kodakara, S. V., Kim, J., Lilja, D. J., Hawkins, D., Hsut, W. C. & Yew, P. C., Jan 1 2007, In : IEEE Computer Architecture Letters. 6, 1

Research output: Contribution to journalArticle

5 Scopus citations

Speed versus accuracy trade-offs in microarchitectural simulations

Yi, J. J., Sendag, R., Lilja, D. J. & Hawkins, D. M., Nov 1 2007, In : IEEE Transactions on Computers. 56, 11, p. 1549-1563 15 p.

Research output: Contribution to journalArticle

5 Scopus citations
2006

Circulating shared-registers for multiprocessor systems

Johnson, D., Lilja, D. J. & Riedl, J., Mar 2006, In : Journal of Systems Architecture. 52, 3, p. 152-168 17 p.

Research output: Contribution to journalArticle

Exploring fine-grained fault tolerance for nanotechnology devices with the recursive nanobox processor grid

Kleinosowski, A. J., Pai, V. V., Rangarajan, V., Ranganath, P., Kleinosowski, K., Subramony, M. & Lilja, D. J., Sep 1 2006, In : IEEE Transactions on Nanotechnology. 5, 5, p. 575-586 12 p., 1695958.

Research output: Contribution to journalArticle

10 Scopus citations

Layered view of QoS issues in IP-based mobile wireless networks

Bai, H., Atiquzzaman, M. & Lilja, D. J., Mar 1 2006, In : International Journal of Communication Systems. 19, 2, p. 141-161 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

The future of simulation: A field of dreams?

Yi, J. J., Eeckhout, L., Lilja, D. J., Calder, B., John, L. K. & Smith, J. E., Nov 2006, In : Computer. 39, 11, p. 22-29 8 p.

Research output: Contribution to journalArticle

40 Scopus citations
2005

A novel memory structure for embedded systems: Flexible sequential and random access memory

Chen, Y., Ranganathan, K., Pai, V. V., Lilja, D. J. & Bazargan, K., Sep 1 2005, In : Journal of Computer Science and Technology. 20, 5, p. 596-606 11 p.

Research output: Contribution to journalArticle

Improving computer architecture simulation methodology by adding statistical rigor

Yi, J. J., Lilja, D. J. & Hawkins, D. M., Nov 1 2005, In : IEEE Transactions on Computers. 54, 11, p. 1360-1373 14 p.

Research output: Contribution to journalArticle

20 Scopus citations

The impact of incorrectly speculated memory operations in a multithreaded architecture

Sendag, R., Chen, Y. & Lilja, D. J., Mar 1 2005, In : IEEE Transactions on Parallel and Distributed Systems. 16, 3, p. 271-285 15 p.

Research output: Contribution to journalArticle

3 Scopus citations

Using hyperprediction to compensate for delayed updates in value predictors

Zhao, Q., Lee, S. J. & Lilja, D. J., Sep 1 2005, In : IEE Proceedings: Computers and Digital Techniques. 152, 5, p. 596-608 13 p.

Research output: Contribution to journalArticle

1 Scopus citations
2004
13 Scopus citations

Static classification of value predictability using compiler hints

Zhao, Q. & Lilja, D. J., Aug 1 2004, In : IEEE Transactions on Computers. 53, 8, p. 929-944 16 p.

Research output: Contribution to journalArticle

4 Scopus citations