Publications

All publications:

550 entries « 1 of 11 »

2022

Shahhosseini, Sina; Anzanpour, Arman; Azimi, Iman; Labbaf, Sina; Seo, DongJoo; Lim, Sung-Soo; Liljeberg, Pasi; Dutt, Nikil; Rahmani, Amir M

Exploring computation offloading in IoT systems Journal Article

Information Systems, 107 , 2022, ISSN: 0306-4379.

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Shahhosseini, Sina; Hu, Tianyi; Seo, Dongjoo; Kanduri, Anil; Donyanavard, Bryan; Rahmani, Amir M; Dutt, Nikil

Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks (Best Paper Award) Inproceedings

2022 23rd International Symposium on Quality Electronic Design (ISQED), pp. 1-6, 2022.

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Shahhossein, Sina; Ni, Yang; Naeini, Emad Kasaeyan; Imani, Mohsen; Rahmani, Amir M; Dutt, Nikil

Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing Proceeding

Proceedings of the Great Lakes Symposium on VLSI , 2022, ISBN: 9781450393225.

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Naeini, Emad Kasaeyan; Shahhosseini, Sina; Kanduri, Anil; Liljeberg, Pasi; Rahmani, Amir M; Dutt, Nikil

AMSER: Adaptive Multimodal Sensing for Energy Efficient and Resilient eHealth Systems Conference

2022 Design, Automation Test in Europe Conference Exhibition (DATE), 2022, ISBN: 978-3-9819263-6-1.

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Vo, Khuong; Vishwanath, Manoj; Srinivasan, Ramesh; Dutt, Nikil; Cao, Hung

Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling Conference

Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling, 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, ISSN: 2379-190X.

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Shahhosseini, Sina; Seo, Dongjoo; Kanduri, Anil; Hu, Tianyi; Lim, Sung-Soo; Donyanavard, Bryan; Rahmani, Amir M; Dutt, Nikil D

Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks Journal Article

ACM Transactions on Embedded Computing Systems (TECS), 2022, ISSN: 1539-9087.

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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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550 entries « 1 of 11 »