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Calimera, Andrea
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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

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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3

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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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

Dynamic ConvNets on Tiny Devices via Nested Sparsity:

Grimaldi, Matteo ; Mocerino, Luca ; Cipolletta, Antonio.
IEEE Internet of Things Journal.  10 (2023)  6 - p. 5073-5082 , 2023
Link: https://doi.org/10.1109/..
 
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6

Efficient Deep Learning Models for Privacy-Preserving Peopl..:

Xie, Chen ; Daghero, Francesco ; Chen, Yukai...
IEEE Internet of Things Journal.  10 (2023)  15 - p. 13895-13907 , 2023
Link: https://doi.org/10.1109/..
 
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7

Reducing the Energy Consumption of sEMG-Based Gesture Recog..:

Xie, Chen ; Burrello, Alessio ; Daghero, Francesco...
Sensors.  23 (2023)  4 - p. 2065 , 2023
Link: https://doi.org/10.3390/..
 
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8

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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9

Energy-efficient and Privacy-aware Social Distance Monitori..:

, In: 2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME),
Xie, Chen ; Pagliari, Daniele Jahier ; Calimera, Andrea - p. 181-184 , 2022
Link: https://doi.org/10.1109/..
 
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10

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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11

Low-Overhead Early-Stopping Policies for Efficient Random F..:

, In: VLSI-SoC: Technology Advancement on SoC Design; IFIP Advances in Information and Communication Technology,
Daghero, Francesco ; Burrello, Alessio ; Xie, Chen... - p. 25-47 , 2022
Link: https://doi.org/10.1007/..
 
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12

VLSI-SoC: Technology Advancement on SoC Design: 29th IFIP W.. 

IFIP Advances in Information and Communication Technology, 661
Grimblatt, Victor ; Chang, Chip Hong ; Reis, Ricardo.. - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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13

Human Activity Recognition on Microcontrollers with Quantiz..:

Daghero, Francesco ; Burrello, Alessio ; Xie, Chen...
ACM Transactions on Embedded Computing Systems.  21 (2022)  4 - p. 1-28 , 2022
Link: https://doi.org/10.1145/..
 
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14

Privacy-preserving Social Distance Monitoring on Microcontr..:

, In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS),
Xie, Chen ; Daghero, Francesco ; Chen, Yukai... - p. 1332-1336 , 2022
Link: https://doi.org/10.1109/..
 
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15

Editorial: Language and Vision in Robotics: Emerging Neural..:

Masala, Giovanni Luca ; Esposito, Massimo ; Maniscalco, Umberto.
Frontiers in Computer Science.  4 (2022)  - p. , 2022
Link: https://doi.org/10.3389/..
 
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