Research Output

2020

Towards lossless binary convolutional neural networks using piecewise approximation

Zhu, B., Al-Ars, Z. & Pan, W., 2020, ECAI 2020 : 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). Amsterdam: IOS Press, p. 1730-1737 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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1 Downloads (Pure)

Towards Real Time Radiotherapy Simulation

Voss, N., Ziegenhein, P., Vermond, L., Hoozemans, J., Mencer, O., Oelfke, U., Luk, W. & Gaydadjiev, G., 2020, In : Journal of Signal Processing Systems. 92, 9, p. 949-963 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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4 Downloads (Pure)

Tydi: an open specification for complex data structures over hardware streams

Peltenburg, J. W., Brobbel, M., Van Straten, J., Al-Ars, Z. & Hofstee, P., 2020, In : IEEE Micro. 40, 4, p. 120-130 11 p., 9098092.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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17 Downloads (Pure)

Ultra-Compact, Entirely Graphene-based Nonlinear Leaky Integrate-and-Fire Spiking Neuron

Wang, H., Cucu Laurenciu, N., Jiang, Y. & Cotofana, S. D., 2020, (Accepted/In press) ISCAS 2020: IEEE International Symposium On Circuits & Systems. 6 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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2019

A Computation-In-Memory Accelerator Based on Resistive Devices

Du Nguyen, H. A., Yu, J., Abu Lebdeh, M., Taouil, M. & Hamdioui, S., 2019, Proceedings of the International Symposium on Memory Systems. New York: Association for Computing Machinery (ACM), p. 19-32 14 p. (ICPS: ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

2 Downloads (Pure)

A control microarchitecture for fault-tolerant quantum computing

Fu, X., Lao, L., Bertels, K. & Almudever, C. G., 2019, In : Microprocessors and Microsystems. 70, p. 21-30 10 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

A Fine-Grained Parallel Snappy Decompressor for FPGAs Using a Relaxed Execution Model

Fang, J., Chen, J., Lee, J., Al-Ars, Z. & Hofstee, P., 2019, 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM): Proceedings. IEEE, p. 335-335 1 p. 8735518

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

ALMARVI Execution Platform: Heterogeneous Video Processing SoC Platform on FPGA

Hoozemans, J., van Straten, J., Viitanen, T., Tervo, A., Kadlec, J. & Al-Ars, Z., 2019, In : Journal of Signal Processing Systems. 91, 1, p. 61-73 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Citation (Scopus)
101 Downloads (Pure)

ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications

Al-Ars, Z., van der Vlugt, S., Jääskeläinen, P. & van der Linden, F., 2019, In : Journal of Signal Processing Systems. 91, 1, p. 1-7 7 p.

Research output: Contribution to journalEditorialScientificpeer-review

An Accelerator for Posit Arithmetic Targeting Posit Level 1 BLAS Routines and Pair-HMM

van Dam, L., Peltenburg, J., Al-Ars, Z. & Hofstee, H. P., 2019, CoNGA'19 Proceedings of the Conference for Next Generation Arithmetic 2019. New York, NY: Association for Computing Machinery (ACM), p. 5:1--5:10 10 p. 5

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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90 Downloads (Pure)

Applications of Computation-In-Memory Architectures based on Memristive Devices

Hamdioui, S., Du Nguyen, H. A., Taouil, M., Sebastian, A., Le Gallo, M., Pande, S., Schaafsma, S., Catthoor, F., Das, S., G. Redondo, F., Karunaratne, G., Rahimi, A. & Benini, L., 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019: Proceedings. IEEE, p. 486-491 6 p. 8715020

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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8 Citations (Scopus)
673 Downloads (Pure)

A pragmatic gaze on stochastic resonance based variability tolerant memristance enhancement

Ntinas, V., Rubio, A., Sirakoulis, G. C. & Cotofana, S. D., 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2019-May. 5 p. 8702792

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

2 Citations (Scopus)

Atomistic-level hysteresis-aware graphene structures electron transport model

Wang, H., Cucu Laurenciu, N., Jiang, Y. & Cotofana, S. D., 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2019-May. p. 1-5 5 p. 8702106

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

Challenges and Solutions in Emerging Memory Testing

Vatajelu, E. I., Prinetto, P., Taouil, M. & Hamdioui, S., 2019, In : IEEE Transactions on Emerging Topics in Computing. 7, 3, p. 493-506 14 p., 7894207.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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7 Citations (Scopus)
61 Downloads (Pure)

CIM-SIM: Computation in Memory SIMuIator

Banagozar, A., Vadivel, K., Stuijk, S., Corporaal, H., Wong, S., Lebdeh, M. A., Yu, J. & Hamdioui, S., 27 May 2019, SCOPES'19: Proceedings of the 22nd International Workshop on Software and Compilers for Embedded Systems. Stuijk, S. (ed.). New York, NY: Association for Computing Machinery (ACM), p. 1-4 4 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

2 Citations (Scopus)

Code deformation and lattice surgery are gauge fixing

Vuillot, C., Lao, L., Criger, B., García Almudever, C., Bertels, K. & Terhal, B. M., 2019, In : New Journal of Physics. 21, 3, 21 p., 033028.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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3 Citations (Scopus)
155 Downloads (Pure)

Computation-in-Memory based on Memristive Devices

Du Nguyen, H. A., 2019, 166 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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311 Downloads (Pure)

Control of a 3-Phase Permanent Magnet Synchronous Motor Drive Employing a Slim DC-Link

Sivaram, S., Dong, J., van Genderen, A., Schellekens, J. & Voogt, E., 10 Jul 2019, p. 1-1. 1 p.

Research output: Contribution to conferencePosterScientific

Open Access
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31 Downloads (Pure)

Database Acceleration on FPGAs

Fang, J., 2019, 93 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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400 Downloads (Pure)

Defect and Fault Modeling Framework for STT-MRAM Testing

Wu, L., Rao, S., Taouil, M., Cardoso Medeiros, G., Fieback, M., Marinissen, E. J., Kar, G. S. & Hamdioui, S., 17 Dec 2019, In : IEEE Transactions on Emerging Topics in Computing. 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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20 Downloads (Pure)

Dependable Network Topologies

Joshi, P., 2019, 81 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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103 Downloads (Pure)

Device-Aware Test: A New Test Approach Towards DPPB Level

Fieback, M., Wu, L., Cardoso Medeiros, G., Aziza, H., Rao, S., Marinissen, E. J., Taouil, M. & Hamdioui, S., 9 Nov 2019, 2019 IEEE International Test Conference (ITC). IEEE, 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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25 Downloads (Pure)

DFT Scheme for Hard-to-Detect Faults in FinFET SRAMs

Cardoso Medeiros, G., Taouil, M., Fieback, M., Bolzani Poehls, L. M. & Hamdioui, S., 2019, Proceedings - 2019 IEEE European Test Symposium, ETS 2019: Proceedings. IEEE, Vol. 2019-May. p. 1-2 2 p. 8791517

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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3 Citations (Scopus)
61 Downloads (Pure)

Diminished-1 Fermat Number Transform for Integer Convolutional Neural Networks

Baozhou, Z., Ahmed, N., Peltenburg, J., Bertels, K. & Al-Ars, Z., 2019, 2019 IEEE 4th International Conference on Big Data Analytics (ICBDA). Guan, S-U., Zhang, K. & Cao, J. (eds.). Piscataway, NJ, USA: IEEE, p. 47-52 6 p. 8713250

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

1 Citation (Scopus)

Efficient Methodology for ISO26262 Functional Safety Verification

Silva, F. A. D., Bagbaba, A. C., Hamdioui, S. & Sauer, C., 1 Jul 2019, 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design, IOLTS 2019. Gizopoulos, D., Alexandrescu, D., Papavramidou, P. & Maniatakos, M. (eds.). Piscataway: IEEE, p. 255-256 2 p. 8854449

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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18 Downloads (Pure)

Energy Optimization for Large-Scale 3D Manycores in the Dark-Silicon Era

Majzoub, S., Saleh, R. A., Ashraf, I., Taouil, M. & Hamdioui, S., 2019, In : IEEE Access. 7, p. 33115-33129 15 p., 8648367.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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64 Downloads (Pure)

Enhancing PUF based challenge-response sets by exploiting various background noise configurations

Martin, H., Peris-Lopez, P., Di Natale, G., Taouil, M. & Hamdioui, S., 2019, In : Electronics (Switzerland). 8, 2, p. 1-14 14 p., 145.

Research output: Contribution to journalArticleScientificpeer-review

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65 Downloads (Pure)

eQASM: An executable quantum instruction set architecture

Fu, X., Riesebos, L., Rol, M. A., Van Straten, J., Van Someren, J., Khammassi, N., Ashraf, I., Vermeulen, R. F. L., Newsum, V., Loh, K. K. L., De Sterke, J. C., Vlothuizen, W. J., Schouten, R. N., García Almudever, C., Dicarlo, L. & Bertels, K., 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Louri, A. & Venkataramani, G. P. (eds.). Piscataway, NJ: IEEE, p. 224-237 14 p. 8675197

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

11 Citations (Scopus)

Erratum: Correction to: GASAL2: a GPU accelerated sequence alignment library for high-throughput NGS data (BMC bioinformatics (2019) 20 1 (520))

Ahmed, N., Lévy, J., Ren, S., Mushtaq, H., Bertels, K. & Al-Ars, Z., 19 Nov 2019, In : BMC Bioinformatics. 20, 1, 1 p., 597.

Research output: Contribution to journalComment/Letter to the editorScientificpeer-review

Open Access
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1 Citation (Scopus)
5 Downloads (Pure)

Evaluating POWER Architecture for Distributed Training of Generative Adversarial Networks

Hesam, A., Vallecorsa, S., Khattak, G. & Carminati, F., 2019, High Performance Computing - ISC High Performance 2019 International Workshops, Revised Selected Papers. Weiland, M., Juckeland, G., Alam, S. & Jagode, H. (eds.). Springer, p. 432-440 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11887 LNCS).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Evaluation of the Impact of Technology Scaling on Delay Testing for Low-Cost AVS

Zandrahimi, M., Debaud, P., Castillejo, A. & Al-Ars, Z., 2019, In : Journal of Electronic Testing: Theory and Applications (JETTA). 35, 3, p. 303-315 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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56 Downloads (Pure)

Experimental error mitigation via symmetry verification in a variational quantum eigensolver

Sagastizabal, R., Bonet-Monroig, X., Singh, M., Rol, M. A., Bultink, C. C., Fu, X., Ostroukh, V. P., Muthusubramanian, N., Bruno, A., Beekman, M., Haider, N., O'Brien, T. E. & Dicarlo, L., 2019, In : Physical Review A. 100, 1, 6 p., 010302.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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12 Citations (Scopus)
63 Downloads (Pure)

Exploring complex brain-simulation workloads on multi-GPU deployments

Van Der Vlag, M. A., Smaragdos, G., Al-Ars, Z. & Strydis, C., 2019, In : ACM Transactions on Architecture and Code Optimization. 16, 4, 25 p., 53.

Research output: Contribution to journalArticleScientificpeer-review

Fletcher: A framework to efficiently integrate FPGA accelerators with apache arrow

Peltenburg, J. W., Van Straten, J., Wijtemans, L., Van Leeuwen, L., Al-Ars, Z. & Hofstee, P., 1 Sep 2019, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 270-277 8 p. 8892145

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Frame-based Programming, Stream-Based Processing for Medical Image Processing Applications

Hoozemans, J., de Jong, R., van der Vlugt, S., Van Straten, J., Elango, U. K. & Al-Ars, Z., 2019, In : Journal of Signal Processing Systems. 91, 1, p. 47-59 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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99 Downloads (Pure)

GASAL2: a GPU accelerated sequence alignment library for high-throughput NGS data

Ahmed, N., Lévy, J., Ren, S., Mushtaq, H., Bertels, K. & Al-Ars, Z., 25 Oct 2019, In : BMC Bioinformatics. 20, 1, p. 1-20 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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4 Citations (Scopus)
30 Downloads (Pure)

GPU Accelerated Sequence Alignment with Trace-back for GATK HaplotypeCaller

Ren, S., Ahmed, N., Bertels, K. & Al-Ars, Z., 2019, In : BMC Genomics. 20, p. 103-116 184.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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3 Citations (Scopus)
82 Downloads (Pure)

Graphene Nanoribbon Based Complementary Logic Gates and Circuits

Jiang, Y., Cucu Laurenciu, N., Wang, H. & Cotofana, S. D., 2019, In : IEEE Transactions on Nanotechnology. 18, p. 287-298 12 p., 8666174.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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3 Citations (Scopus)
135 Downloads (Pure)

Hardware-based aging mitigation scheme for memory address decoder

Kraak, D., Agbo, I., Taouil, M., Hamdioui, S., Weckx, P., Cosemans, S. & Catthoor, F., 2019, 2019 IEEE European Test Symposium (ETS). IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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28 Downloads (Pure)

Increase quantum computing technology readiness level through experimentation in space

Correale, G., Cerrone, G., Al-Ars, Z. & Bertels, K., 2019. 1 p.

Research output: Contribution to conferenceAbstractScientific

Open Access
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12 Downloads (Pure)

In-memory database acceleration on FPGAs: a survey

Fang, J., Mulder, Y. T. B., Hidders, J., Lee, J. & Hofstee, H. P., 2019, In : VLDB Journal.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2 Citations (Scopus)
79 Downloads (Pure)

Machine Learning-Based Processor Adaptability Targeting Energy, Performance, and Reliability

Sartor, A. L., Exenberger Becker, P. H., Wong, S., Marculescu, R. & Schneider Beck, A. C., 1 Jul 2019, 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019: Proceedings . O'Conner, L. (ed.). Piscataway: IEEE, p. 158-163 6 p. 8839457

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Mapping of Lattice Surgery-based Quantum Circuits on Surface Code Architectures

Lao, L., van Wee, B., Ashraf, I., van Someren, J., Khammassi, N., Bertels, K. & Almudever, C. G., 2019, In : Quantum Science and Technology. 4, 1, p. 1-20 20 p., 015005.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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5 Citations (Scopus)
41 Downloads (Pure)

Memristive Device Based Circuits for Computation-in-Memory Architectures

Lebdeh, M. A., Reinsalu, U., Du Nguyen, H. A., Wong, S. & Hamdioui, S., 1 May 2019, 2019 IEEE International Symposium on Circuits and Systems (ISCAS). Piscataway, NJ: IEEE, p. 1-5 5 p. 8702542

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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5 Citations (Scopus)
127 Downloads (Pure)

Methodology for Application-Dependent Degradation Analysis of Memory Timing

Kraak, D., Agbo, I., Taouil, M., Hamdioui, S., Weckx, P., Cosemans, S. & Catthoor, F., 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE): Proceedings. IEEE, p. 162-167 6 p. 8715143

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

3 Citations (Scopus)

Multi-target Regression Approach for Predictive Maintenance in Oil Refineries using Deep Learning

Helmiriawan, H. & Al-Ars, Z., 2019, In : International Journal of Neural Networks and Advanced Applications. 6, p. 18-24 7 p.

Research output: Contribution to journalArticleScientificpeer-review

3 Downloads (Pure)

NBTI stress delay sensitivity analysis of reliability enhanced Schmitt trigger based circuits

Shah, A. P., Vishvakarma, S. K. & Cotofana, S., 1 Nov 2019, In : Microelectronics Reliability. 102, p. 1-8 8 p., 113391.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Neural Network based Decoders for the Surface Code

Varsamopoulos, S., 2019, 127 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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152 Downloads (Pure)

Non-Equilibrium Green Function-based Verilog-A Graphene Nanoribbon Model

Jiang, Y., Laurenciu, N. C. & Cotofana, S. D., 2019, 2018 IEEE 18th International Conference on Nanotechnology (IEEE-NANO). Quinn, A., Li, G., Li, W. & Mathewson, A. (eds.). Piscataway, NJ, USA: IEEE, p. 1-4 4 p. 8626396

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

On Basic Boolean Function Graphene Nanoribbon Conductance Mapping

Jiang, Y., Laurenciu, N. C. & Cotofana, S. D., 2019, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 66, 5, p. 1948-1959 12 p., 8574057.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2 Citations (Scopus)
102 Downloads (Pure)