Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for
Temporal Convolutional Networks

Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks

28 March 2022

Daniele Jahier Pagliari

Francesco Conti

Lorenzo Lamberti

Luca Benini

Papers citing "Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks"

6 / 6 papers shown

Title
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge Matteo Risso Luca Bompani Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 30 33 0 24 Jan 2023
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks Francesco Daghero Luca Bompani Chen Xie Marco Castellano Luca Gandolfi A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari BDL HAI 24 19 0 02 Sep 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks Matteo Risso Luca Bompani Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 20 3 0 01 Jun 2022
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs Chen Xie Francesco Daghero Yukai Chen Marco Castellano Luca Gandolfi A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari 16 4 0 22 Apr 2022
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices Luca Bompani Daniele Jahier Pagliari Matteo Risso Simone Benatti Enrico Macii Luca Benini M. Poncino 19 41 0 24 Mar 2022
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 274 5,330 0 05 Nov 2016