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Peluso, Valentino
107  Ergebnisse:
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1

Automatic Layer Freezing for Communication Efficiency in Cr..:

Malan, Erich ; Peluso, Valentino ; Calimera, Andrea..
IEEE Internet of Things Journal.  11 (2024)  4 - p. 6072-6083 , 2024
Link: https://doi.org/10.1109/..
 
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2

Enabling DVFS Side-Channel Attacks for Neural Network Finge..:

, In: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED),
Malan, Erich ; Peluso, Valentino ; Calimera, Andrea. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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3

Concurrent Pipeline Stages Optimization for Embedded Keywor..:

, In: 2023 IEEE World AI IoT Congress (AIIoT),
Zema, Giacomo ; Peluso, Valentino ; Calimera, Andrea. - p. 0427-0433 , 2023
Link: https://doi.org/10.1109/..
 
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4

Communication-Efficient Federated Learning With Gradual Lay..:

Malan, Erich ; Peluso, Valentino ; Calimera, Andrea.
IEEE Embedded Systems Letters.  15 (2023)  1 - p. 25-28 , 2023
Link: https://doi.org/10.1109/..
 
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5

On the Efficiency of AdapTTA: An Adaptive Test-Time Augment..:

, In: VLSI-SoC: Technology Advancement on SoC Design; IFIP Advances in Information and Communication Technology,
Mocerino, Luca ; Rizzo, Roberto G. ; Peluso, Valentino.. - p. 1-23 , 2022
Link: https://doi.org/10.1007/..
 
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6

Energy-Quality Scalable Monocular Depth Estimation on Low-P..:

Cipolletta, Antonio ; Peluso, Valentino ; Calimera, Andrea...
IEEE Internet of Things Journal.  9 (2022)  1 - p. 25-36 , 2022
Link: https://doi.org/10.1109/..
 
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7

Monocular Depth Perception on Microcontrollers for Edge App..:

Peluso, Valentino ; Cipolletta, Antonio ; Calimera, Andrea...
IEEE Transactions on Circuits and Systems for Video Technology.  32 (2022)  3 - p. 1524-1536 , 2022
Link: https://doi.org/10.1109/..
 
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8

Enabling monocular depth perception at the very edge:

, In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Peluso, Valentino ; Cipolletta, Antonio ; Calimera, Andrea... - p. 1581-1583 , 2020
Link: https://doi.org/10.1109/..
 
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9

Optimization Tools for ConvNets on the Edge:

, In: 2020 IFIP/IEEE 28th International Conference on Very Large Scale Integration (VLSI-SOC),
Peluso, Valentino ; Macii, Enrico ; Calimera, Andrea - p. 204-205 , 2020
Link: https://doi.org/10.1109/..
 
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10

Efficacy of Topology Scaling for Temperature and Latency Co..:

Peluso, Valentino ; Rizzo, Roberto Giorgio ; Calimera, Andrea
Journal of Low Power Electronics and Applications.  10 (2020)  1 - p. 10 , 2020
Link: https://doi.org/10.3390/..
 
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11

EAST: Encoding-Aware Sparse Training for Deep Memory Compre..:

, In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS),
Grimaldi, Matteo ; Peluso, Valentino ; Calimera, Andrea - p. 233-237 , 2020
Link: https://doi.org/10.1109/..
 
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12

Inference on the Edge: Performance Analysis of an Image Cla..:

, In: 2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS),
Peluso, Valentino ; Rizzo, Roberto G. ; Cipolletta, Antonio. - p. 454-459 , 2019
Link: https://doi.org/10.1109/..
 
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13

Energy-Accuracy Scalable Deep Convolutional Neural Networks..:

, In: VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing Paradigms; IFIP Advances in Information and Communication Technology,
Peluso, Valentino ; Calimera, Andrea - p. 107-127 , 2019
Link: https://doi.org/10.1007/..
 
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14

Optimality Assessment of Memory-Bounded ConvNets Deployed o..:

Grimaldi, Matteo ; Peluso, Valentino ; Calimera, Andrea
IEEE Access.  7 (2019)  - p. 152599-152611 , 2019
Link: https://doi.org/10.1109/..
 
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15

Arbitrary-Precision Convolutional Neural Networks on Low-Po..:

, In: 2019 IFIP/IEEE 27th International Conference on Very Large Scale Integration (VLSI-SoC),
Peluso, Valentino ; Grimaldi, Matteo ; Calimera, Andrea - p. 142-147 , 2019
Link: https://doi.org/10.1109/..
 
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