Search Result

1

Deep spiking neural network training method across spiking propagation

跨脉冲传播的深度脉冲神经网络训练方法

Zeng Jianxin

Chen Yunhua

Li Weiqi

Chen Pinghua

spiking neural networks(SNNs)

spike time dependency

error backpropagation

spiking neural network training algorithm

No. 7, 2024 : 2134-2140 doi:10.19734/j.issn.1001-3695.2023.11.0562

2

Improved adaptive threshold algorithm for double threshold spiking neural network

用于双阈值脉冲神经网络的改进自适应阈值算法

Wang Haojie

Liu Chuang

spiking neural network

high precision conversion

dual-threshold memory neuron

adaptive threshold

No. 1, 2024 : 177-182,187 doi:10.19734/j.issn.1001-3695.2023.05.0210

3

SNN load balancing method based on united weight hypergraph partition

基于联合权重超图划分的SNN负载均衡方法

Xu Cong

Ye Junchao

Huang Yao

Chai Zhilei

spiking neural network(SNN)

load balancing

united weight

hypergraph partitioning

parallel computing

No. 7, 2023 : 2130-2137 doi:10.19734/j.issn.1001-3695.2022.12.0789

4

Self-adaptive coding for spiking neural network

基于自适应编码的脉冲神经网络

Zhang Chi

Tang Fengzhen

spiking neural networks

adaptive coding

surrogate gradient backpropagation

leaky integrate and fire(LIF) neuron model

No. 2, 2022 : 593-597 doi:10.19734/j.issn.1001-3695.2021.06.0239

5

Research and application of spiking neural network model based on LSTM structure

融合LSTM结构的脉冲神经网络模型研究与应用

Wang Qinghua

Wang Lina

Xu Song

spiking neural network(SNN)

LSTM

BSA(Ben's spike algorithm)

adaptive threshold

surrogate gradient

No. 5, 2021 : 1381-1386 doi:10.19734/j.issn.1001-3695.2020.05.0123

Search spiking neural network

Searchspiking neural networkreturned 5 results

Deep spiking neural network training method across spiking propagation

Improved adaptive threshold algorithm for double threshold spiking neural network

SNN load balancing method based on united weight hypergraph partition

Self-adaptive coding for spiking neural network

Research and application of spiking neural network model based on LSTM structure