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Dolly Sapra
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Year
Constrained evolutionary piecemeal training to design convolutional neural networks
D Sapra, AD Pimentel
Trends in Artificial Intelligence Theory and Applications. Artificial …, 2020
232020
ALOHA: an architectural-aware framework for deep learning at the edge
P Meloni, D Loi, G Deriu, AD Pimentel, D Sapra, B Moser, N Shepeleva, ...
Proceedings of the workshop on INTelligent embedded systems architectures …, 2018
172018
Optimization and deployment of CNNs at the edge: the ALOHA experience
P Meloni, D Loi, P Busia, G Deriu, AD Pimentel, D Sapra, T Stefanov, ...
Proceedings of the 16th ACM international conference on computing frontiers …, 2019
152019
An evolutionary optimization algorithm for gradually saturating objective functions
D Sapra, AD Pimentel
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 886-893, 2020
112020
Deep learning model reuse and composition in knowledge centric networking
D Sapra, AD Pimentel
2020 29th International Conference on Computer Communications and Networks …, 2020
92020
CPU-GPU layer-switched low latency CNN inference
E Aghapour, D Sapra, A Pimentel, A Pathania
2022 25th Euromicro Conference on Digital System Design (DSD), 324-331, 2022
72022
Scenario based run-time switching for adaptive cnn-based applications at the edge
S Minakova, D Sapra, T Stefanov, AD Pimentel
ACM Transactions on Embedded Computing Systems (TECS) 21 (2), 1-33, 2022
62022
Designing convolutional neural networks with constrained evolutionary piecemeal training
D Sapra, AD Pimentel
Applied Intelligence 52 (15), 17103-17117, 2022
52022
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project
P Meloni, D Loi, G Deriu, AD Pimentel, D Saprat, M Pintort, B Biggio, ...
2018 30th International Conference on Microelectronics (ICM), 52-55, 2018
32018
Exploring Multi-core Systems with Lifetime Reliability and Power Consumption Trade-offs
D Sapra, AD Pimentel
Embedded Computer Systems: Architectures, Modeling, and Simulation: 23rd …, 2023
22023
Work-in-progress: Design-space exploration of multi-core processors for safety-critical real-time systems
D Sapra, S Altmeyer
2017 IEEE Real-Time Systems Symposium (RTSS), 360-362, 2017
22017
On Achieving Privacy-Preserving State-of-the-Art Edge Intelligence
C Daphnee, S Dolly, Z Ádám Mann
arXiv e-prints, arXiv: 2302.05323, 2023
1*2023
The admorph approach for adaptively morphing embedded systems
A Pimentel, C Grelck, L Miedema, D Sapra, M Völp, F Lucchetti, A Matovic, ...
Ada User Journal 1 (1), 2023
12023
The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies
U Odyurt, D Sapra, AD Pimentel
Advances and Trends in Artificial Intelligence. From Theory to Practice …, 2021
12021
PELSI: Power-Efficient Layer-Switched Inference
E Aghapour, D Sapra, AD Pimentel, A Pathania
2023 IEEE 29th International Conference on Embedded and Real-Time Computing …, 2023
2023
Efficient neural architectures for edge devices
D Sapra
2022
Exploring Cell-Based Neural Architectures for Embedded Systems
I van Ipenburg, D Sapra, AD Pimentel
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
2021
ALOHA
P Meloni, O Ripolles, D Solans, M Pintor, B Biggio, T Stefanov, ...
Proceedings of the Workshop on INTelligent Embedded Systems Architectures …, 0
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