Andrea Calimera - Publications, H-index & Citations

Andrea Calimera

politecnico di torino

20H指数

162论文数

1.4K被引数

收录论文 18

发表时间

Runtime Feature Compression for Adaptive Keyword Spotting on Embedded Systems 嵌入式系统上自适应关键词唤醒的运行时特征压缩

IEEE Internet of Things Journal

IF8.9

2026-03-23

PREAI

Valentino Peluso; Andrea Calimera; Enrico Macii; Paolo Montuschi

FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning FedAGF：通过梯度反馈进行自适应并发以缓解预算约束联邦学习中的极端标签偏斜

ieee transactions on circuits and systems i: regular papers

IF0

2026-02-13

PREAI

Erich Malan; Valentino Peluso; Andrea Calimera; Enrico Macii

Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning 跨设备联邦学习中通信效率的自动层冻结

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-02-15

PREAI

Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo

Efficient Deep Learning Models for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-08-01

OAAI

Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Dynamic ConvNets on Tiny Devices via Nested Sparsity

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-03-15

OAAI

Grimaldi, Matteo; Mocerino, Luca; Cipolletta, Antonio; Calimera, Andrea

Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference 使用变压器和动态推理降低基于sEMG的边缘手势识别的能耗

SENSORS

IF3.5

2023-02-12

OAAI

Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele

Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers

VLSI-SOC: TECHNOLOGY ADVANCEMENT ON SOC DESIGN (VLSI-SOC 2021)

IF0

2022-09-22

PREAI

Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks

ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS

IF2.6

2022-08-23

OAAI

Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-01-01

OAAI

Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano

Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools

PROCEEDINGS OF THE IEEE

IF25.9

2021-04-01

PREAI

Cerquitelli, Tania; Pagliari, Daniele Jahier; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo