Publications

All publications:

544 entries « 1 of 11 »

2021

Sarhaddi, Fatemeh; Azimi, Iman; Labbaf, Sina; Niela-Vilén, Hannakaisa; Dutt, Nikil D; Axelin, Anna; Liljeberg, Pasi; Rahmani, Amir M

Long-Term IoT-Based Maternal Monitoring: System Design and Evaluation Journal Article

Sensors, 21 (7), pp. 2281, 2021.

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Maity, Biswadip; Donyanavard, Bryan; Surhonne, Anmol; Rahmani, Amir M; Herkersdorf, Andreas; Dutt, Nikil D

SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies Journal Article

ACM Trans. Embed. Comput. Syst., 20 (5), pp. 48:1–48:26, 2021.

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Shahhosseini, Sina; Kanduri, Anil; Mehrabadi, Milad Asgari; Naeini, Emad Kasaeyan; Seo, Dongjoo; Lim, Sung-Soo; Rahmani, Amir M; Dutt, Nikil D

Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness Inproceedings

3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, Washington, DC, USA, June 6-9, 2021, pp. 1–4, IEEE, 2021.

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

pyEDA: An Open-Source Python Toolkit for Pre-processing and Feature Extraction of Electrodermal Activity Inproceedings

The 12th International Conference on Ambient Systems, Networks and Technologies (ANT 2021) / The 4th International Conference on Emerging Data and Industry 4.0 (EDI40 2021) / Affiliated Workshops, March 23-26, 2021, Warsaw, Poland, pp. 99–106, Elsevier, 2021.

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Donyanavard, Bryan; ü, Tiago M; Moazzemi, Kasra; Maity, Biswadip; de Melo, Caio Batista; Stewart, Kenneth; Yi, Saehanseul; Rahmani, Amir M; Dutt, Nikil D

Reflecting on Self-Aware Systems-on-Chip Inproceedings

A Journey of Embedded and Cyber-Physical Systems - Essays Dedicated to Peter Marwedel on the Occasion of His 70th Birthday, pp. 79–95, Springer, 2021.

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Tazarv, Ali; Labbaf, Sina; Rahmani, Amir M; Dutt, Nikil D; Levorato, Marco

Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement Inproceedings

Gaggi, Ombretta; Manzoni, Pietro; Palazzi, Claudio E (Ed.): GoodIT '21: Conference on Information Technology for Social Good, Roma, Italy, September 9-11, 2021, pp. 186–191, ACM, 2021.

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Yi, Saehanseul; Kim, Tae-Wook; Kim, Jong-Chan; Dutt, Nikil D

Energy-Efficient Adaptive System Reconfiguration for Dynamic Deadlines in Autonomous Driving Inproceedings

24th IEEE International Symposium on Real-Time Distributed Computing, ISORC 2021, Daegu, South Korea, June 1-3, 2021, pp. 96–104, IEEE, 2021.

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Vo, Khuong; Naeini, Emad Kasaeyan; Naderi, Amir; Jilani, Daniel; Rahmani, Amir M; Dutt, Nikil D; Cao, Hung

P2E-WGAN: ECG waveform synthesis from PPG with conditional wasserstein generative adversarial networks Inproceedings

SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, pp. 1030–1036, ACM, 2021.

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Titirsha, Twisha; Song, Shihao; Das, Anup; Krichmar, Jeffrey L; Dutt, Nikil D; Kandasamy, Nagarajan; Catthoor, Francky

Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware Journal Article

CoRR, abs/2103.05707 , 2021.

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Balaji, Adarsha; Song, Shihao; Titirsha, Twisha; Das, Anup; Krichmar, Jeffrey L; Dutt, Nikil D; Shackleford, James A; Kandasamy, Nagarajan; Catthoor, Francky

NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks Journal Article

CoRR, abs/2105.01795 , 2021.

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Song, Shihao; Hanamshet, Jui; Balaji, Adarsha; Das, Anup; Krichmar, Jeffrey L; Dutt, Nikil D; Kandasamy, Nagarajan; Catthoor, Francky

Dynamic Reliability Management in Neuromorphic Computing Journal Article

CoRR, abs/2105.02038 , 2021.

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Mück, Tiago; Donyanavard, Bryan; Maity, Biswadip; Moazzemi, Kasra; Dutt, Nikil D

MARS: Middleware for Adaptive Reflective Computer Systems Journal Article

CoRR, abs/2107.11417 , 2021.

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Tazarv, Ali; Labbaf, Sina; Reich, Stephanie M; Dutt, Nikil D; Rahmani, Amir M; Levorato, Marco

Personalized Stress Monitoring using Wearable Sensors in Everyday Settings Journal Article

CoRR, abs/2108.00144 , 2021.

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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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Le, Tai; Ellington, Floranne; Lee, Tao-Yi; Vo, Khuong; Khine, Michelle; Krishnan, Sandeep Kumar; Dutt, Nikil D; Cao, Hung

Continuous Non-Invasive Blood Pressure Monitoring: A Methodological Review on Measurement Techniques Journal Article

IEEE Access, 8 , pp. 212478–212498, 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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Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Levorato, Marco; Liljeberg, Pasi; Dutt, Nikil D; Rahmani, Amir M

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

ACM Trans. Comput. Heal., 1 (2), pp. 7:1–7:25, 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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Monazzah, Amir Mahdi Hosseini; Rahmani, Amir M; Miele, Antonio; Dutt, Nikil D

CAST: Content-Aware STT-MRAM Cache Write Management for Different Levels of Approximation Journal Article

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 39 (12), pp. 4385–4398, 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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Peroni, Daniel; Imani, Mohsen; Nejatollahi, Hamid; Dutt, Nikil D; Rosing, Tajana

Data Reuse for Accelerated Approximate Warps Journal Article

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 39 (12), pp. 4623–4634, 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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Nejatollahi, Hamid; Valencia, Felipe; Banik, Subhadeep; Regazzoni, Francesco; Cammarota, Rosario; Dutt, Nikil D

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

ACM Trans. Embed. Comput. Syst., 19 (2), pp. 11:1–11:17, 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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Anzanpour, Arman; Amiri, Delaram; Azimi, Iman; Levorato, Marco; Dutt, Nikil D; 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 Trans. Internet Things, 2 (1), pp. 1:1–1:21, 2020.

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Seo, Dongjoo; Shahhosseini, Sina; Mehrabadi, Milad Asgari; Donyanavard, Bryan; Lim, Sung-Soo; Rahmani, Amir M; Dutt, Nikil D

Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems Inproceedings

2020 International Conference on Omni-layer Intelligent Systems, COINS 2020, Barcelona, Spain, August 31 - September 2, 2020, pp. 1–6, IEEE, 2020.

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

CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware Inproceedings

57th ACM/IEEE Design Automation Conference, DAC 2020, San Francisco, CA, USA, July 20-24, 2020, pp. 1–6, IEEE, 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

544 entries « 1 of 11 »