FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network
Inference at the Edge of the Internet of Things

FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things

8 November 2019

Michele Magno

Lukas Cavigelli

Luca Benini

Papers citing "FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things"

14 / 14 papers shown

Title
TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers Julian Moosmann Marco Giordano Christian Vogt Michele Magno MQ ObjD 13 20 0 22 May 2023
Big-Little Adaptive Neural Networks on Low-Power Near-Subthreshold Processors Zichao Shen Neil Howard J. Núñez-Yáñez 18 2 0 19 Apr 2023
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 24 118 0 29 May 2022
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference Alessio Burrello Alberto Dequino Daniele Jahier Pagliari Francesco Conti Marcello Zanghieri Enrico Macii Luca Benini M. Poncino AI4TS 24 7 0 24 Mar 2022
SmartHand: Towards Embedded Smart Hands for Prosthetic and Robotic Applications Xiaying Wang Fabian Geiger Vlad Niculescu Michele Magno Luca Benini 11 8 0 23 Jul 2021
Quantization and Deployment of Deep Neural Networks on Microcontrollers Pierre-Emmanuel Novac G. B. Hacene Alain Pegatoquet Benoit Miramond Vincent Gripon MQ 20 116 0 27 May 2021
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen 55 34 0 25 Mar 2021
Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices T. Basaklar Y. Tuncel S. Y. Narayana S. Gumussoy Ümit Y. Ogras 11 25 0 08 Mar 2021
Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices G. Cerutti Renzo Andri Lukas Cavigelli Michele Magno Elisabetta Farella Luca Benini MQ 21 37 0 12 Jan 2021
FantastIC4: A Hardware-Software Co-Design Approach for Efficiently Running 4bit-Compact Multilayer Perceptrons Simon Wiedemann Suhas Shivapakash P. Wiedemann Daniel Becking Wojciech Samek F. Gerfers Thomas Wiegand MQ 21 7 0 17 Dec 2020
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces T. Ingolfsson Michael Hersche Xiaying Wang Nobuaki Kobayashi Lukas Cavigelli Luca Benini 24 190 0 31 May 2020
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain--Machine Interfaces Tibor Schneider Xiaying Wang Michael Hersche Lukas Cavigelli Luca Benini 11 24 0 24 Apr 2020
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing Xiaying Wang Michael Hersche Batuhan Tömekçe Burak Kaya Michele Magno Luca Benini 9 76 0 31 Mar 2020
A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones Daniele Palossi Antonio Loquercio Francesco Conti Eric Flamand Davide Scaramuzza Luca Benini 171 158 0 04 May 2018