Neural Network Inference on Mobile SoCs

24 August 2019

Papers citing "Neural Network Inference on Mobile SoCs"

13 / 13 papers shown

Title
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time Matteo Risso Luca Bompani Daniele Jahier Pagliari 58 0 0 24 Feb 2025
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference Matteo Risso Luca Bompani G. M. Sarda Luca Benini Enrico Macii Massimo Poncino Marian Verhelst Daniele Jahier Pagliari 38 4 0 08 Jun 2023
Comparative Study of Parameter Selection for Enhanced Edge Inference for a Multi-Output Regression model for Head Pose Estimation A. Lindamulage N. Kodagoda Shyam Reyal Pradeepa Samarasinghe P. Yogarajah CVBM 21 0 0 28 Dec 2022
Accelerating CNN inference on long vector architectures via co-design Sonia Rani Gupta Nikela Papadopoulou Miquel Pericàs 3DV 18 4 0 22 Dec 2022
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution Stylianos I. Venieris Mario Almeida Royson Lee Nicholas D. Lane SupR 33 4 0 15 Dec 2022
Lightweight and Flexible Deep Equilibrium Learning for CSI Feedback in FDD Massive MIMO Yifan Ma Wentao Yu Xianghao Yu Jun Zhang Shenghui Song Khaled B. Letaief 22 2 0 28 Nov 2022
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud Geraldo F. Oliveira Juan Gómez Luna Saugata Ghose Amirali Boroumand O. Mutlu 34 24 0 19 Sep 2022
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism Ihor Vasyltsov Wooseok Chang 33 12 0 21 Nov 2021
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra Łukasz Dudziak Ilias Leontiadis Nicholas D. Lane HAI 115 44 0 28 Sep 2021
FLASH: Fast Neural Architecture Search with Hardware Optimization Guihong Li Sumit K. Mandal Ümit Y. Ogras R. Marculescu 31 20 0 01 Aug 2021
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning Young Geun Kim Carole-Jean Wu 26 85 0 16 Jul 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 39 98 0 22 Jan 2021
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud Stefanos Laskaridis Stylianos I. Venieris Mario Almeida Ilias Leontiadis Nicholas D. Lane 30 266 0 14 Aug 2020