Publications

All publications:

523 entries « 1 of 11 »

2020

Anzanpour, Arman; Amiri, Delaram; Azimi, Iman; Levorato, Marco; Dutt, Nikil; Liljeberg, Pasi; Rahmani, Amir M

Edge-Assisted Control for Healthcare Internet-of-Things: A Case Study on PPG-based Early Warning Score Journal Article

ACM transaction on Internet of Things , 2020.

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Nejatollahi Hamid; Saransh, Gupta; Imani Mohsen; Tajana Rosing; Cammarota Rosario; Dutt Nikil

CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware Journal Article

Design Automation Conference (DAC), 2020, (Best paper award finalist).

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Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Rahmani, Amir M; Liljeberg, Pasi; Dutt, Nikil; Levorato, Marco

Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control Book Chapter

Fog Computing: Theory and Practice, Chapter 9, pp. arXiv:1907.11989, Wiley, 2020, ISBN: 9781119551713.

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Lee, Tao-Yi; Vo, Khuong; Baek, Wongi; Khine, Michelle; Dutt, Nikil D

STINT: selective transmission for low-energy physiological monitoring Inproceedings

ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, Massachusetts, August 10-12, 2020, pp. 115–120, ACM, 2020.

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Vo, Khuong; Le, Tai; Rahmani, Amir M; Dutt, Nikil D; Cao, Hung

An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram Journal Article

Sensors, 20 (13), pp. 3757, 2020.

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Peroni, Daniel; Imani, Mohsen; Hamid, Nejatollahi; Dutt, Nikil; Rosing, Tajana

Data Reuse for Accelerated Approximate Warps Journal Article

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020.

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Nejatollahi Hamid; Sina Shahhosseini; Cammarota, Rosario; Dutt Nikil

Exploring Energy Efficient Quantum-resistant Signal Processing Using Array Processors Conference

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020, (Best paper award finalist).

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Nejatollahi Hamid; Felipe, Valencia; Banik Subhadeep; Regazzoni Francesco; Cammarota Rosario; Dutt Nikil

Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography Journal Article

Transactions on Embedded Computing Systems, 2020.

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Maity, Biswadip; Shoushtari, Majid; Rahmani, Amir M; Dutt, Nikil D

Self-Adaptive Memory Approximation: A Formal Control Theory Approach Journal Article

IEEE Embed. Syst. Lett., 12 (2), pp. 33–36, 2020.

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Dutt, Nikil D; Regazzoni, Carlo S; Rinner, Bernhard; Yao, Xin

Self-Awareness for Autonomous Systems Journal Article

Proceedings of the IEEE, 108 (7), pp. 971–975, 2020.

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Hoffmann, Henry; Jantsch, Axel; Dutt, Nikil D

Embodied Self-Aware Computing Systems Journal Article

Proceedings of the IEEE, 108 (7), pp. 1027–1046, 2020.

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Vishwanath, Manoj; Jafarlou, Salar; Shin, Ikhwan; Lim, Miranda M; Dutt, Nikil D; Rahmani, Amir M; Cao, Hung

Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice Journal Article

Sensors, 20 (7), pp. 2027, 2020.

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Jantsch, Axel; Lewis, Peter R; Dutt, Nikil D

Introduction to the Special Issue on Self-Aware Cyber-physical Systems Journal Article

ACM Trans. Cyber Phys. Syst., 4 (4), pp. 37:1–37:2, 2020.

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Bellman, Kirstie L; Landauer, Christopher; Dutt, Nikil D; Esterle, Lukas; Herkersdorf, Andreas; Jantsch, Axel; Taherinejad, Nima; Lewis, Peter R; Platzner, Marco; ä, Kalle Tammem

Self-aware Cyber-Physical Systems Journal Article

ACM Trans. Cyber Phys. Syst., 4 (4), pp. 38:1–38:26, 2020.

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Balaji, Adarsha; Catthoor, Francky; Das, Anup; Wu, Yuefeng; Huynh, Khanh; Dell'Anna, Francesco; Indiveri, Giacomo; Krichmar, Jeffrey L; Dutt, Nikil D; Schaafsma, Siebren

Mapping Spiking Neural Networks to Neuromorphic Hardware Journal Article

IEEE Trans. Very Large Scale Integr. Syst., 28 (1), pp. 76–86, 2020.

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Williams, Lucretia; Hayes, Gillian R; Guo, Yuqing; Rahmani, Amir; Dutt, Nikil D

HCI and mHealth Wearable Tech: A Multidisciplinary Research Challenge Inproceedings

Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, CHI 2020, Honolulu, HI, USA, April 25-30, 2020, pp. 1–7, ACM, 2020.

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Maurer, Florian; Donyanavard, Bryan; Rahmani, Amir M; Dutt, Nikil D; Herkersdorf, Andreas

Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach Inproceedings

2020 Design, Automation & Test in Europe Conference & Exhibition, DATE 2020, Grenoble, France, March 9-13, 2020, pp. 1562–1567, IEEE, 2020.

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Vishwanath, Manoj; Jafarlou, Salar; Shin, Ikhwan; Dutt, Nikil D; Rahmani, Amir M; Lim, Miranda M; Cao, Hung

Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches Inproceedings

42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020, pp. 3335–3338, IEEE, 2020.

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Laitala, Juho; Jiang, Mingzhe; Syrjälä, Elise; Naeini, Emad Kasaeyan; Airola, Antti; Rahmani, Amir M; Dutt, Nikil D; Liljeberg, Pasi

Robust ECG R-peak detection using LSTM Inproceedings

SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30 - April 3, 2020, pp. 1104–1111, ACM, 2020.

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Balaji, Adarsha; Adiraju, Prathyusha; Kashyap, Hirak J; Das, Anup; Krichmar, Jeffrey L; Dutt, Nikil D; Catthoor, Francky

PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network Journal Article

CoRR, abs/2003.09696 , 2020.

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Aqajari, Seyed Amir Hossein; Naeini, Emad Kasaeyan; Mehrabadi, Milad Asgari; Labbaf, Sina; Rahmani, Amir M; Dutt, Nikil D

GSR Analysis for Stress: Development and Validation of an Open Source Tool for Noisy Naturalistic GSR Data Journal Article

CoRR, abs/2005.01834 , 2020.

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Mehrabadi, Milad Asgari; Dutt, Nikil D; Rahmani, Amir M

The Causality Inference of Public Interest in Restaurants and Bars on COVID-19 Daily Cases in the US: A Google Trends Analysis Journal Article

CoRR, abs/2007.13255 , 2020.

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Donyanavard, Bryan; Rahmani, Amir M; Jantsch, Axel; Mutlu, Onur; Dutt, Nikil D

Intelligent Management of Mobile Systems through Computational Self-Awareness Journal Article

CoRR, abs/2008.00095 , 2020.

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Cammarota, Rosario; Schunter, Matthias; Rajan, Anand; Boemer, Fabian; Á, ; Treiber, Amos; Weinert, Christian; Schneider, Thomas; Stapf, Emmanuel; Sadeghi, Ahmad-Reza; Demmler, Daniel; Chen, Huili; Hussain, Siam Umar; Riazi, Sadegh M; Koushanfar, Farinaz; Gupta, Saransh; Rosing, Tajan Simunic; Chaudhuri, Kamalika; Nejatollahi, Hamid; Dutt, Nikil D; Imani, Mohsen; Laine, Kim; Dubey, Anuj; Aysu, Aydin; Hosseini, Fateme Sadat; Yang, Chengmo; Wallace, Eric; Norton, Pamela

Trustworthy AI Inference Systems: An Industry Research View Journal Article

CoRR, abs/2008.04449 , 2020.

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2019

Lee, Tao-Yi; Levorato, Marco; Dutt, Nikil

DNN-Assisted Sensor for Energy-Efficient ECG Monitoring Conference

DNN-Assisted Sensor for Energy-Efficient ECG Monitoring, 2019 IEEE Global Communications Conference (GLOBECOM), 2019.

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Nejatollahi, Hamid; Dutt, Nikil; Cammarota, Rosario

Flexible NTT Accelerators for RLWE Lattice-Based Cryptography Conference

2019.

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Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Levorato, Marco; Liljeberg, Pasi; Dutt, Nikil; Rahmani, Amir M

Context-Aware Sensing via Dynamic Programming for Edge-Assisted Wearable Systems Journal Article

ACM transaction on computing for healthcare (HEALTH), 2019.

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Peroni, Daniel; Imani, Mohsen; Hamid, Nejatollahi; Dutt, Nikil; Rosing, Tajana

ARGA: Approximate Reuse for GPGPU Acceleration Conference

IEEE/ACM Design Automation Conference (DAC), 2019.

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Kasaeyan Naeini, Emad; Azimi, Iman; Rahmani, Amir M; Liljeberg, Pasi; Dutt, Nikil

A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things Journal Article

Procedia Computer Science, 151 , pp. 551 - 558, 2019, ISSN: 1877-0509, (The 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops).

Abstract | Links | BibTeX

Seto, Kenshu; Nejatollahi, Hamid; An, Jiyoung; Kang, Sujin; Dutt, Nikil

Small Memory Footprint Neural Network Accelerators Inproceedings

International Symposium on Quality Electronic Design (ISQED), 2019.

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Nejatollahi, Hamid ; Dutt, Nikil ; Ray, Sandip ; Regazzoni, Francesco ; Banerjee, Indranil ; Cammarota, Rosario

Post-Quantum Lattice-Based Cryptography Implementations: A Survey Journal Article

ACM Computing Survey, 51 (6), 2019, ISSN: 0360-0300.

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Azimi, Iman; Oti, Olugbenga; Labbaf, Sina; -, Hannakaisa Niela; Axelin, Anna; Dutt, Nikil D; Liljeberg, Pasi; Rahmani, Amir M

Personalized Maternal Sleep Quality Assessment: An Objective IoT-based Longitudinal Study Journal Article

IEEE Access, 7 , pp. 93433–93447, 2019.

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Balaji, Adarsha; Song, Shihao; Das, Anup; Dutt, Nikil D; Krichmar, Jeff; Kandasamy, Nagarajan; Catthoor, Francky

A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing Journal Article

IEEE Comput. Archit. Lett., 18 (2), pp. 149–152, 2019.

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Miele, Antonio; Kanduri, Anil; Moazzemi, Kasra; Juhász, Dávid; Rahmani, Amir M; Dutt, Nikil D; Liljeberg, Pasi; Jantsch, Axel

On-Chip Dynamic Resource Management Journal Article

Found. Trends Electron. Des. Autom., 13 (1-2), pp. 1–14, 2019.

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Jeong, Gu-Min; Lee, Kyoungwoo; Choi, Sang-Il; Ji, Sang-Hoon; Dutt, Nikil D

Effect of Soft Errors in Iterative Learning Control and Compensation using Cross-layer Approach Journal Article

Int. J. Comput. Commun. Control, 14 (3), pp. 359–374, 2019.

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í, André Lu; Garibotti, Rafael; Dutt, Nikil D; Moraes, Fernando Gehm

The power impact of hardware and software actuators on self-adaptable many-core systems Journal Article

J. Syst. Archit., 97 , pp. 42–53, 2019.

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í, André Lu; da Silva, Alzemiro Henrique Lucas; Rahmani, Amir M; Dutt, Nikil D; Moraes, Fernando Gehm

Hierarchical adaptive Multi-objective resource management for many-core systems Journal Article

J. Syst. Archit., 97 , pp. 416–427, 2019.

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Beyeler, Michael; Rounds, Emily L; Carlson, Kristofor D; Dutt, Nikil D; Krichmar, Jeffrey L

Neural correlates of sparse coding and dimensionality reduction Journal Article

PLoS Comput. Biol., 15 (6), 2019.

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Yang, Lei; Liu, Weichen; Guan, Nan; Dutt, Nikil D

Optimal Application Mapping and Scheduling for Network-on-Chips with Computation in STT-RAM Based Router Journal Article

IEEE Trans. Computers, 68 (8), pp. 1174–1189, 2019.

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Moazzemi, Kasra; Maity, Biswadip; Yi, Saehanseul; Rahmani, Amir M; Dutt, Nikil D

HESSLE-FREE: Heterogeneous Systems Leveraging Fuzzy Control for Runtime Resource Management Journal Article

ACM Trans. Embed. Comput. Syst., 18 (5s), pp. 74:1–74:19, 2019.

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Anzanpour, Arman; Rashid, Humayun; Rahmani, Amir M; Jantsch, Axel; Dutt, Nikil D; Liljeberg, Pasi

Energy-efficient and Reliable Wearable Internet-of-Things through Fog-Assisted Dynamic Goal Management Inproceedings

Shakshuki, Elhadi M; -, Ansar (Ed.): The 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29 - May 2, 2019, Leuven, Belgium, pp. 493–500, Elsevier, 2019.

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Rambo, Eberle A; Kadeed, Thawra; Ernst, Rolf; Seo, Minjun; Kurdahi, Fadi J; Donyanavard, Bryan; de Melo, Caio Batista; Maity, Biswadip; Moazzemi, Kasra; Stewart, Kenneth; Yi, Saehanseul; Rahmani, Amir M; Dutt, Nikil D; Maurer, Florian; Doan, Nguyen Anh Vu; Surhonne, Anmol; Wild, Thomas; Herkersdorf, Andreas

The information processing factory: a paradigm for life cycle management of dependable systems Inproceedings

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, CODES+ISSS 2019, part of ESWEEK 2019, New York, NY, USA, October 13-18, 2019, pp. 20:1–20:2, ACM, 2019.

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Shamsa, Elham; Kanduri, Anil; Rahmani, Amir M; Liljeberg, Pasi; Jantsch, Axel; Dutt, Nikil D

Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming Objectives to Goals Inproceedings

ü, J; Fummi, Franco (Ed.): Design, Automation & Test in Europe Conference & Exhibition, DATE 2019, Florence, Italy, March 25-29, 2019, pp. 1397–1402, IEEE, 2019.

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Shahhosseini, Sina; Azimi, Iman; Anzanpour, Arman; Jantsch, Axel; Liljeberg, Pasi; Dutt, Nikil D; Rahmani, Amir M

Dynamic Computation Migration at the Edge: Is There an Optimal Choice? Inproceedings

Homayoun, Houman; Taskin, Baris; Mohsenin, Tinoosh; Zhao, Weisheng (Ed.): Proceedings of the 2019 on Great Lakes Symposium on VLSI, GLSVLSI 2019, Tysons Corner, VA, USA, May 9-11, 2019, pp. 519–524, ACM, 2019.

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Donyanavard, Bryan; Mück, Tiago; Rahmani, Amir M; Dutt, Nikil D; Sadighi, Armin; Maurer, Florian; Herkersdorf, Andreas

SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management Inproceedings

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2019, Columbus, OH, USA, October 12-16, 2019, pp. 685–698, ACM, 2019.

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Hsieh, Chen-Ying; Sani, Ardalan Amiri; Dutt, Nikil D

SURF: Self-aware Unified Runtime Framework for Parallel Programs on Heterogeneous Mobile Architectures Inproceedings

27th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019, Cuzco, Peru, October 6-9, 2019, pp. 136–141, IEEE, 2019.

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Hsieh, Chen-Ying; Sani, Ardalan Amiri; Dutt, Nikil D

Exploiting Heterogeneous Mobile Architectures Through a Unified Runtime Framework Inproceedings

VLSI-SoC: New Technology Enabler - 27th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019, Cusco, Peru, October 6-9, 2019, Revised and Extended Selected Papers, pp. 323–344, Springer, 2019.

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Rambo, Eberle A; Donyanavard, Bryan; Seo, Minjun; Maurer, Florian; Kadeed, Thawra; de Melo, Caio Batista; Maity, Biswadip; Surhonne, Anmol; Herkersdorf, Andreas; Kurdahi, Fadi J; Dutt, Nikil D; Ernst, Rolf

The Information Processing Factory: Organization, Terminology, and Definitions Journal Article

CoRR, abs/1907.01578 , 2019.

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Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Rahmani, Amir M; Liljeberg, Pasi; Dutt, Nikil D; Levorato, Marco

Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control Journal Article

CoRR, abs/1907.11989 , 2019.

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Balaji, Adarsha; Das, Anup; Wu, Yuefeng; Huynh, Khanh; Dell'Anna, Francesco; Indiveri, Giacomo; Krichmar, Jeffrey L; Dutt, Nikil D; Schaafsma, Siebren; Catthoor, Francky

Mapping Spiking Neural Networks to Neuromorphic Hardware Journal Article

CoRR, abs/1909.01843 , 2019.

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523 entries « 1 of 11 »