Efficient Spiking Neural Networks with Radix Encoding

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Efficient Spiking Neural Networks with Radix Encoding

14 May 2021

Rick Siow Mong Goh

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Papers citing "Efficient Spiking Neural Networks with Radix Encoding"

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Title
Differential Coding for Training-Free ANN-to-SNN Conversion Zihan Huang Wei Fang Tong Bu Peng Xue Zecheng Hao Xiaohan Yu Yuanhong Tang Zhaofei Yu Tiejun Huang 117 2 0 01 Mar 2025
A Neuromorphic Implementation of the DBSCAN Algorithm Charles P. Rizzo J. Plank 69 1 0 22 Sep 2024
Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview Ilkin Aliyev Kama Svoboda Tosiron Adegbija J. Fellous 59 1 0 26 Aug 2024
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks Gourav Datta Zeyu Liu James Diffenderfer B. Kailkhura Peter A. Beerel 125 1 0 12 Dec 2023
Highly Efficient SNNs for High-speed Object Detection Nemin Qiu Zhiguo Li Yuan Li Chuang Zhu 99 0 0 27 Sep 2023
On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments Shruti R. Kulkarni Aaron R. Young Prasanna Date Narasinga Rao Miniskar Jeffrey S. Vetter ... C. Mills M. Swartz P. Maksimovic Catherine D. Schuman A. Bean 58 10 0 20 Jul 2023
Spiking Neural Network for Ultra-low-latency and High-accurate Object Detection Jinye Qu Zeyu Gao Tielin Zhang Yan-Feng Lu Huajin Tang Hong Qiao 71 21 0 21 Jun 2023
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs M. Aung Daniel Gerlinghoff Chuping Qu Liwei Yang Tian Huang Rick Siow Mong Goh Yaoyu Zhang Weng-Fai Wong 45 10 0 09 May 2023
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity Daniel Gerlinghoff Yaoyu Zhang Rick Siow Mong Goh Weng-Fai Wong 110 2 0 10 Nov 2022
Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron Prasanna Date Shruti R. Kulkarni Aaron R. Young Catherine D. Schuman T. Potok Jeffrey S. Vetter 53 6 0 15 Aug 2022
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding Daniel Gerlinghoff Zhehui Wang Xiaozhe Gu Rick Siow Mong Goh Yaoyu Zhang 49 8 0 06 Jun 2022
Advancing Spiking Neural Networks towards Deep Residual Learning Yifan Hu Lei Deng Yujie Wu Man Yao Guoqi Li 84 96 0 15 Dec 2021
Optimizing for In-memory Deep Learning with Emerging Memory Technology Zhehui Wang Yaoyu Zhang Rick Siow Mong Goh Wei Zhang Weng-Fai Wong 43 1 0 01 Dec 2021
E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks with Emerging Neural Encoding on FPGAs Daniel Gerlinghoff Zhehui Wang Xiaozhe Gu Rick Siow Mong Goh Yaoyu Zhang 31 24 0 19 Nov 2021