Search Result

1

Data distribution statistics and batch normalization based on membrane potential increments of spiking neurons

基于脉冲神经元膜电位增量的数据分布统计量及批归一化

Li Weiqi

Chen Yunhua

Chen Pinghua

Zhu Chunjia

spiking neural networks

batch normalization

temporal dependencies in spiking

training algorithms for spiking neural networks

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.12.0529

2

Online supervised learning algorithm for synaptic delays of spiking neurons with multiple synaptic connections

多突触连接脉冲神经元的突触延迟在线监督学习算法

Wang Xiangwen

Zou Li

Fan Jingxing

spiking neural network

online supervised learning

synaptic delay learning

multiple synaptic connections

Accepted Paper No. 7, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0496

3

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

4

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

5

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

6

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

7

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

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