Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks

24 May 2020

Papers citing "Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks"

16 / 16 papers shown

Title
Fundamental Survey on Neuromorphic Based Audio Classification Amlan Basu Pranav Chaudhari Gaetano Di Caterina AI4TS 33 0 0 20 Feb 2025
Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing Biswadeep Chakraborty Saibal Mukhopadhyay 38 2 0 08 Jul 2024
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning Mani Hamidi Sina Khajehabdollahi E. Giannakakis Tim Schäfer Anna Levina Charley M. Wu 35 0 0 10 Jun 2024
Application based Evaluation of an Efficient Spike-Encoder, "Spiketrum" Mhd Anas Alsakkal Runze Wang Jayawan H. B. Wijekoon Huajin Tang 33 1 0 24 May 2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Darren Dancey 58 1 0 26 Apr 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
Addressing the speed-accuracy simulation trade-off for adaptive spiking neurons Luke Taylor Andrew J. King N. Harper 30 6 0 19 Nov 2023
Long Short-term Memory with Two-Compartment Spiking Neuron Shimin Zhang Qu Yang Chenxiang Ma Jibin Wu Haizhou Li Kay Chen Tan 33 7 0 14 Jul 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 46 36 0 11 Oct 2022
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time Bojian Yin Federico Corradi S. Bohté 38 61 0 20 Dec 2021
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning Haowen Fang Brady Taylor Ziru Li Zaidao Mei Hai Helen Li Qinru Qiu 38 10 0 21 Apr 2021
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Bojian Yin Federico Corradi S. Bohté 36 209 0 12 Mar 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 477 0 08 Feb 2021
Brain-Inspired Learning on Neuromorphic Substrates Friedemann Zenke Emre Neftci 38 87 0 22 Oct 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 49 505 0 11 Jul 2020
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 119 481 0 26 Mar 2018