spikingjelly
0.0.0.0.4

上手教程

  • 时间驱动
  • 事件驱动
  • 时间驱动:神经元
  • 时间驱动:编码器
  • 时间驱动:使用单层全连接SNN识别MNIST
  • 时间驱动:使用卷积SNN识别Fashion-MNIST
  • ANN转换SNN
  • 强化学习DQN
  • 强化学习A2C
  • 强化学习PPO
  • 利用Spiking LSTM实现基于文本的姓氏分类任务
  • 传播模式
  • 使用CUDA增强的神经元与逐层传播进行加速
  • 监视器
  • 神经形态数据集处理

Tutorials

  • Clock driven: Neurons
  • Clock driven: Encoder
  • Clock driven: Use single-layer fully connected SNN to identify MNIST
  • Clock driven: Use convolutional SNN to identify Fashion-MNIST
  • spikingjelly.clock_driven.ann2snn
  • Reinforcement Learning: Deep Q Learning
  • Reinforcement Learning: Advantage Actor Critic (A2C)
  • Reinforcement Learning: Proximal Policy Optimization (PPO)
  • Classifying Names with a Character-level Spiking LSTM
  • Propagation Pattern
  • Accelerate with CUDA-Enhanced Neuron and Layer-by-Layer Propagation
  • Neuromorphic Datasets Processing

APIs

  • spikingjelly.clock_driven package
  • spikingjelly.datasets package
  • spikingjelly.event_driven package
  • spikingjelly.visualizing package
  • spikingjelly.cext package
spikingjelly
  • »
  • Python 模块索引

Python 模块索引

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s
- spikingjelly
    spikingjelly.cext
    spikingjelly.cext.functional
    spikingjelly.cext.layer
    spikingjelly.cext.neuron
    spikingjelly.clock_driven
    spikingjelly.clock_driven.encoding
    spikingjelly.clock_driven.examples
    spikingjelly.clock_driven.examples.cifar10_r11_enabling_spikebased_backpropagation
    spikingjelly.clock_driven.examples.conv_fashion_mnist
    spikingjelly.clock_driven.examples.lif_fc_mnist
    spikingjelly.clock_driven.functional
    spikingjelly.clock_driven.layer
    spikingjelly.clock_driven.monitor
    spikingjelly.clock_driven.neuron
    spikingjelly.clock_driven.rnn
    spikingjelly.clock_driven.surrogate
    spikingjelly.datasets
    spikingjelly.datasets.asl_dvs
    spikingjelly.datasets.cifar10_dvs
    spikingjelly.datasets.dvs128_gesture
    spikingjelly.datasets.n_mnist
    spikingjelly.datasets.nav_gesture
    spikingjelly.datasets.utils
    spikingjelly.event_driven
    spikingjelly.event_driven.encoding
    spikingjelly.event_driven.examples
    spikingjelly.event_driven.examples.tempotron_mnist
    spikingjelly.event_driven.neuron
    spikingjelly.visualizing

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