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An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor

16 May 2020

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Papers citing "An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor"

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Title
Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware Zhenhui Chen Haoran Xu De Ma Xiaofei Jin Xinyu Li Ziyang Kang Gang Pan De Ma 112 0 0 18 May 2025
Spiking Neural Network Feature Discrimination Boosts Modality Fusion Katerina Maria Oikonomou Ioannis Kansizoglou Antonios Gasteratos 108 0 0 05 Feb 2025
TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision Cina Arjmand Yingfu Xu K. Shidqi Alexandra Dobrita K. Vadivel Paul Detterer Manolis Sifalakis Amirreza Yousefzadeh Guangzhi Tang 90 1 0 25 Jun 2024
Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection Xuelei Chen Sotirios Spanogianopoulos 129 1 0 27 Sep 2023
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks F. Nikfam Raffaele Casaburi Alberto Marchisio Maurizio Martina Mohamed Bennai 71 3 0 10 Aug 2023
STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks Chengting Yu Zheming Gu Da Li Gaoang Wang Aili Wang Erping Li 94 39 0 11 Oct 2022
LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor Alberto Viale Alberto Marchisio Maurizio Martina Guido Masera Mohamed Bennai 65 13 0 03 Aug 2022
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems Shail Dave Alberto Marchisio Muhammad Abdullah Hanif Amira Guesmi Aviral Shrivastava Ihsen Alouani Mohamed Bennai 75 14 0 18 Apr 2022
A New Look at Spike-Timing-Dependent Plasticity Networks for Spatio-Temporal Feature Learning A. Safa I. Ocket A. Bourdoux Hichem Sahli F. Catthoor Georges G. E. Gielen 60 8 0 01 Nov 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
Distilling Neuron Spike with High Temperature in Reinforcement Learning Agents Ling Zhang Jian Cao Yuan Zhang Bohan Zhou Shuo Feng 46 9 0 05 Aug 2021
Temporal-wise Attention Spiking Neural Networks for Event Streams Classification Man Yao Huanhuan Gao Guangshe Zhao Dingheng Wang Yihan Lin Zhao-Xu Yang Guoqi Li AI4TS 71 161 0 25 Jul 2021
Q-SpiNN: A Framework for Quantizing Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai MQ 81 47 0 05 Jul 2021
DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks Alberto Marchisio Giacomo Pira Maurizio Martina Guido Masera Mohamed Bennai AAML 88 31 0 01 Jul 2021
CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor Alberto Viale Alberto Marchisio Maurizio Martina Guido Masera Mohamed Bennai 88 45 0 01 Jul 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 129 145 0 21 Dec 2020
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters Rida El-Allami Alberto Marchisio Mohamed Bennai Ihsen Alouani AAML 65 39 0 09 Dec 2020
PeleNet: A Reservoir Computing Framework for Loihi Carlo Michaelis 34 3 0 24 Nov 2020
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu Hehui Zhang Yihan Lin Guoqi Li Meng Wang Ye Tang AI4TS 67 108 0 12 Nov 2020
FSpiNN: An Optimization Framework for Memory- and Energy-Efficient Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 94 47 0 17 Jul 2020