Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks

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Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks

15 April 2020

Alberto Marchisio

Beatrice Bussolino

Alessio Colucci

Maurizio Martina

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Papers citing "Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks"

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Title
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 102 6 0 08 Mar 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 169 2 0 08 Jan 2025
Towards Efficient Capsule Networks Riccardo Renzulli Marco Grangetto OCL 77 4 0 19 Aug 2022
Shifting Capsule Networks from the Cloud to the Deep Edge Miguel Costa Diogo Costa T. Gomes Sandro Pinto 79 6 0 06 Oct 2021
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework Mohamed Bennai Alberto Marchisio Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif 98 34 0 20 Sep 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 129 146 0 21 Dec 2020
DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hardware Alberto Marchisio Vojtěch Mrázek Muhammad Abdullah Hanif Mohamed Bennai 41 12 0 12 Oct 2020
NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks Alberto Marchisio Andrea Massa Vojtěch Mrázek Beatrice Bussolino Maurizio Martina Mohamed Bennai 53 38 0 19 Aug 2020
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips Valerio Venceslai Alberto Marchisio Ihsen Alouani Maurizio Martina Mohamed Bennai AAML 59 34 0 16 May 2020