Long Short-Term Memory Spiking Networks and Their Applications

9 July 2020

Papers citing "Long Short-Term Memory Spiking Networks and Their Applications"

26 / 26 papers shown

Title
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 47 0 0 02 Apr 2025
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks Yulong Huang Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Zunchang Liu Biao Pan Bojun Cheng 57 10 0 20 Feb 2025
MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals Ajay B. S. Phani Pavan K Madhav Rao 16 0 0 07 Oct 2024
Autonomous Driving with Spiking Neural Networks Rui-Jie Zhu Ziqing Wang Leilani H. Gilpin Jason Eshraghian 31 6 0 30 May 2024
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models Rishav Mukherji Mark Schöne Khaleelulla Khan Nazeer Christian Mayr David Kappel Anand Subramoney 35 2 0 01 May 2024
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL Lang Qin Ziming Wang Runhao Jiang Rui Yan Huajin Tang 36 0 0 24 Apr 2024
Event-Based Eye Tracking. AIS 2024 Challenge Survey Zuowen Wang Chang Gao Zongwei Wu Marcos V. Conde Radu Timofte ... Bo-Xun Cheng Xinan Zhang Valentin Vial Anthony Yezzi James Tsai 63 15 0 17 Apr 2024
Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification Qingyu Wang Duzhen Zhang Tilelin Zhang Bo Xu 39 1 0 27 Mar 2024
Efficient Online Learning for Networks of Two-Compartment Spiking Neurons Yujia Yin Xinyi Chen Chenxiang Ma Jibin Wu Kay Chen Tan 32 0 0 25 Feb 2024
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks Yang Li Yinqian Sun Xiang-Yu He Yiting Dong Dongcheng Zhao Yi Zeng 34 3 0 01 Feb 2024
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units Zeyu Liu Gourav Datta Anni Li P. Beerel 35 9 0 20 Jan 2024
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks Qi Xu Yuyuan Gao Jiangrong Shen Yaxin Li Xuming Ran Huajin Tang Gang Pan 94 14 0 08 Jan 2024
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency Yunpeng Yao Man Wu Zheng Chen Renyuan Zhang 32 0 0 05 Jan 2024
Language Modeling on a SpiNNaker 2 Neuromorphic Chip Khaleelulla Khan Nazeer Mark Schöne Rishav Mukherji Bernhard Vogginger Christian Mayr David Kappel Anand Subramoney 37 5 0 14 Dec 2023
Attention-free Spikformer: Mixing Spike Sequences with Simple Linear Transforms Qingyu Wang Duzhen Zhang Tielin Zhang Bo Xu 26 3 0 02 Aug 2023
Auto-Spikformer: Spikformer Architecture Search Kaiwei Che Zhaokun Zhou Zhengyu Ma Wei Fang Yanqing Chen Shuaijie Shen Liuliang Yuan Yonghong Tian 21 4 0 01 Jun 2023
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network Chenlin Zhou Liutao Yu Zhaokun Zhou Zhengyu Ma Han Zhang Huihui Zhou Yonghong Tian 27 60 0 24 Apr 2023
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs Gourav Datta Haoqing Deng R. Aviles P. Beerel 93 10 0 23 Oct 2022
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage Alex Vicente-Sola D. L. Manna Paul Kirkland G. D. Caterina Trevor J. Bihl 21 8 0 29 Sep 2022
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 145 241 0 29 Sep 2022
A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware Philipp Plank A. Rao Andreas Wild Wolfgang Maass 18 102 0 08 Jul 2021
Skip-Connected Self-Recurrent Spiking Neural Networks with Joint Intrinsic Parameter and Synaptic Weight Training Wenrui Zhang Peng Li 12 13 0 23 Oct 2020
Integration of Leaky-Integrate-and-Fire-Neurons in Deep Learning Architectures Richard C. Gerum A. Schilling AI4CE 13 17 0 28 Apr 2020
Bifurcation Spiking Neural Network Shao-Qun Zhang Zhao-Yu Zhang Zhi-Hua Zhou 14 8 0 18 Sep 2019
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney R. Legenstein Wolfgang Maass 119 481 0 26 Mar 2018
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 127 257 0 16 Dec 2016