Valentino Peluso
Valentino Peluso
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Enabling energy-efficient unsupervised monocular depth estimation on armv7-based platforms
V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, S Mattoccia
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
122019
Object based modelling of hybrid electrical vehicle and power management control
A Bolzoni, A La Bella, D Moschetta, G Musacci, G Gruosso, GS Gajani, ...
2015 IEEE 1st International Forum on Research and Technologies for Society …, 2015
102015
Scalable-effort convnets for multilevel classification
V Peluso, A Calimera
Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018
82018
All-digital embedded meters for on-line power estimation
DJ Pagliari, V Peluso, Y Chen, A Calimera, E Macii, M Poncino
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 737-742, 2018
82018
Ultra-fine grain Vdd-hopping for energy-efficient multi-processor SoCs
V Peluso, A Calimera, E Macii, M Aliotoy
2016 IFIP/IEEE International Conference on Very Large Scale Integration …, 2016
82016
Design-space exploration of pareto-optimal architectures for deep learning with DVFS
G Santoro, MR Casu, V Peluso, A Calimera, M Alioto
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
62018
Beyond ideal DVFS through ultra-fine grain vdd-hopping
V Peluso, RG Rizzo, A Calimera, E Macii, M Alioto
IFIP/IEEE International Conference on Very Large Scale Integration-System on …, 2016
62016
Performance Profiling of Embedded ConvNets under Thermal-Aware DVFS
V Peluso, RG Rizzo, A Calimera
Electronics 8 (12), 1423, 2019
52019
Weak-mac: Arithmetic relaxation for dynamic energy-accuracy scaling in convnets
V Peluso, A Calimera
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
52018
Early bird sampling: a short-paths free error detection-correction strategy for data-driven VOS
RG Rizzo, V Peluso, A Calimera, J Zhou, X Liu
2017 IFIP/IEEE International Conference on Very Large Scale Integration …, 2017
52017
Optimality assessment of memory-bounded convnets deployed on resource-constrained risc cores
M Grimaldi, V Peluso, A Calimera
IEEE Access 7, 152599-152611, 2019
42019
Energy-performance design exploration of a low-power microprogrammed deep-learning accelerator
G Santoro, MR Casu, V Peluso, A Calimera, M Alioto
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018
42018
Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets
V Peluso, RG Rizzo, A Cipolletta, A Calimera
2019 Sixth International Conference on Social Networks Analysis, Management …, 2019
32019
Efficacy of Topology Scaling for Temperature and Latency Constrained Embedded ConvNets
V Peluso, RG Rizzo, A Calimera
Journal of Low Power Electronics and Applications 10 (1), 10, 2020
22020
Energy-driven precision scaling for fixed-point ConvNets
V Peluso, A Calimera
2018 IFIP/IEEE International Conference on Very Large Scale Integration …, 2018
22018
On the Efficiency of Early Bird Sampling (EBS) an Error Detection-Correction Scheme for Data-Driven Voltage Over-Scaling
RG Rizzo, V Peluso, A Calimera, J Zhou
IFIP/IEEE International Conference on Very Large Scale Integration-System on …, 2017
22017
TVFS: Topology Voltage Frequency Scaling for Reliable Embedded ConvNets
RG Rizzo, V Peluso, A Calimera
IEEE Transactions on Circuits and Systems II: Express Briefs, 2020
2020
Enabling monocular depth perception at the very edge
V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2020
EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets
M Grimaldi, V Peluso, A Calimera
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
2020
Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores
V Peluso, A Cipolletta, F Vaiana, A Calimera
2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019
2019
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