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CANNs 0.11.1.dev3+62425de documentation
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CANNs 0.11.1.dev3+62425de documentation

Languages / 语言:

  • English
    • Why CANNs?
    • Quick Starts
      • Installation Guide
      • How to Build CANN Model?
      • How to Generate Task Data?
      • How to Analyze CANN Model?
      • How to Analyze Experimental Data?
      • How to Train Brain-Inspired Model?
    • Core Concepts
      • Design Philosophy & Architecture Overview
      • Model Collections
      • Task Generators
      • Analysis Methods
      • Brain-Inspired Training
    • Full Detail Tutorials
      • Scenario 1: CANN Modeling and Simulation
        • Tutorial 1: Building and Using CANN Models
        • Tutorial 2: Task Generation and CANN Simulation
        • Tutorial 3: Analysis and Visualization Methods
        • Tutorial 4: CANN Parameter Effects
        • Tutorial 5: Hierarchical Path Integration Network
        • Tutorial 6: Theta Sweep System Model (HD + Grid Cell)
        • Tutorial 7: Theta Sweep Place Cell Network
      • Scenario 2: Data Analysis and Neural Decoding
        • RNN Fixed Point Analysis Tutorial: FlipFlop Task Example
      • Scenario 3: Brain-Inspired Learning
        • Tutorial: Pattern Storage and Recall with Hebbian Learning
      • Scenario 4: End-to-End Research Workflows
        • Tutorial: End-to-End Research Workflow with Theta Sweep Pipeline
    • GitHub Repository
    • GitHub Issues
    • Discussions
  • 中文
    • 为什么选择 CANNs？
    • 快速入门
      • 安装指南
      • 如何构建 CANN 模型？
      • 如何生成任务数据？
      • 如何分析 CANN 模型？
      • 如何分析实验数据？
      • 如何训练脑启发式模型？
    • 核心概念
      • 设计哲学与架构概览
      • 模型集合
      • 任务生成器
      • 分析方法
      • 脑启发训练
    • 完整详细教程
      • 场景 1：CANN 建模与仿真
        • 教程 1：构建和使用 CANN 模型
        • 教程 2：任务生成和 CANN 仿真
        • 教程 3：分析和可视化方法
        • 教程 4: CANN 参数效应
        • 教程 5：分层路径积分网络
        • 教程 6：Theta 扫描系统模型（头向细胞 + 网格细胞）
        • 教程 7：Theta 扫过位置细胞网络
      • 场景 2：数据分析与神经解码
        • RNN 不动点分析说明书：以 FlipFlop 任务为例
      • 场景 3：脑启发学习
        • 教程：Hebbian学习的模式存储和回忆
      • 场景 4：端到端研究工作流
        • 教程：使用Theta扫描管道的端到端研究工作流
    • GitHub 仓库
    • GitHub Issues
    • 讨论区
  • API Reference
    • src.canns
      • src.canns.analyzer
        • src.canns.analyzer.brain_inspired
          • src.canns.analyzer.brain_inspired.hopfield
        • src.canns.analyzer.experimental_data
          • src.canns.analyzer.experimental_data.cann1d
          • src.canns.analyzer.experimental_data.cann2d
        • src.canns.analyzer.plotting
          • src.canns.analyzer.plotting.config
          • src.canns.analyzer.plotting.energy
          • src.canns.analyzer.plotting.jupyter_utils
          • src.canns.analyzer.plotting.spatial
          • src.canns.analyzer.plotting.spikes
          • src.canns.analyzer.plotting.tuning
        • src.canns.analyzer.slow_points
          • src.canns.analyzer.slow_points.checkpoint
          • src.canns.analyzer.slow_points.finder
          • src.canns.analyzer.slow_points.fixed_points
          • src.canns.analyzer.slow_points.visualization
        • src.canns.analyzer.spatial
        • src.canns.analyzer.theta_sweep
        • src.canns.analyzer.utils
      • src.canns.data
        • src.canns.data.datasets
        • src.canns.data.loaders
      • src.canns.models
        • src.canns.models.basic
          • src.canns.models.basic.cann
          • src.canns.models.basic.hierarchical_model
          • src.canns.models.basic.theta_sweep_model
        • src.canns.models.brain_inspired
          • src.canns.models.brain_inspired.hopfield
          • src.canns.models.brain_inspired.linear
          • src.canns.models.brain_inspired.spiking
        • src.canns.models.hybrid
      • src.canns.pipeline
        • src.canns.pipeline.theta_sweep
      • src.canns.task
        • src.canns.task.closed_loop_navigation
        • src.canns.task.navigation_base
        • src.canns.task.open_loop_navigation
        • src.canns.task.tracking
      • src.canns.trainer
        • src.canns.trainer.bcm
        • src.canns.trainer.hebbian
        • src.canns.trainer.oja
        • src.canns.trainer.sanger
        • src.canns.trainer.stdp
        • src.canns.trainer.utils
      • src.canns.typing
      • src.canns.utils
        • src.canns.utils.benchmark
    • src.canns.task
      • src.canns.task.closed_loop_navigation
      • src.canns.task.navigation_base
      • src.canns.task.open_loop_navigation
      • src.canns.task.tracking
    • src.canns.data
      • src.canns.data.datasets
      • src.canns.data.loaders
    • src.canns.utils
      • src.canns.utils.benchmark
    • src.canns.typing
    • src.canns.models
      • src.canns.models.basic
        • src.canns.models.basic.cann
        • src.canns.models.basic.hierarchical_model
        • src.canns.models.basic.theta_sweep_model
      • src.canns.models.brain_inspired
        • src.canns.models.brain_inspired.hopfield
        • src.canns.models.brain_inspired.linear
        • src.canns.models.brain_inspired.spiking
      • src.canns.models.hybrid
    • src.canns.trainer
      • src.canns.trainer.bcm
      • src.canns.trainer.hebbian
      • src.canns.trainer.oja
      • src.canns.trainer.sanger
      • src.canns.trainer.stdp
      • src.canns.trainer.utils
    • src.canns.analyzer
      • src.canns.analyzer.brain_inspired
        • src.canns.analyzer.brain_inspired.hopfield
      • src.canns.analyzer.experimental_data
        • src.canns.analyzer.experimental_data.cann1d
        • src.canns.analyzer.experimental_data.cann2d
      • src.canns.analyzer.plotting
        • src.canns.analyzer.plotting.config
        • src.canns.analyzer.plotting.energy
        • src.canns.analyzer.plotting.jupyter_utils
        • src.canns.analyzer.plotting.spatial
        • src.canns.analyzer.plotting.spikes
        • src.canns.analyzer.plotting.tuning
      • src.canns.analyzer.slow_points
        • src.canns.analyzer.slow_points.checkpoint
        • src.canns.analyzer.slow_points.finder
        • src.canns.analyzer.slow_points.fixed_points
        • src.canns.analyzer.slow_points.visualization
      • src.canns.analyzer.spatial
      • src.canns.analyzer.theta_sweep
      • src.canns.analyzer.utils
    • src.canns.pipeline
      • src.canns.pipeline.theta_sweep
    • src.canns.trainer.bcm
    • src.canns.trainer.oja
    • src.canns.trainer.stdp
    • src.canns.models.basic
      • src.canns.models.basic.cann
      • src.canns.models.basic.hierarchical_model
      • src.canns.models.basic.theta_sweep_model
    • src.canns.data.loaders
    • src.canns.trainer.utils
    • src.canns.models.hybrid
    • src.canns.task.tracking
    • src.canns.data.datasets
    • src.canns.analyzer.utils
    • src.canns.trainer.sanger
    • src.canns.trainer.hebbian
    • src.canns.utils.benchmark
    • src.canns.analyzer.spatial
    • src.canns.analyzer.plotting
      • src.canns.analyzer.plotting.config
      • src.canns.analyzer.plotting.energy
      • src.canns.analyzer.plotting.jupyter_utils
      • src.canns.analyzer.plotting.spatial
      • src.canns.analyzer.plotting.spikes
      • src.canns.analyzer.plotting.tuning
    • src.canns.models.basic.cann
    • src.canns.analyzer.theta_sweep
    • src.canns.analyzer.slow_points
      • src.canns.analyzer.slow_points.checkpoint
      • src.canns.analyzer.slow_points.finder
      • src.canns.analyzer.slow_points.fixed_points
      • src.canns.analyzer.slow_points.visualization
    • src.canns.pipeline.theta_sweep
    • src.canns.task.navigation_base
    • src.canns.models.brain_inspired
      • src.canns.models.brain_inspired.hopfield
      • src.canns.models.brain_inspired.linear
      • src.canns.models.brain_inspired.spiking
    • src.canns.analyzer.brain_inspired
      • src.canns.analyzer.brain_inspired.hopfield
    • src.canns.analyzer.plotting.spikes
    • src.canns.analyzer.plotting.energy
    • src.canns.analyzer.plotting.tuning
    • src.canns.analyzer.plotting.config
    • src.canns.analyzer.plotting.spatial
    • src.canns.task.open_loop_navigation
    • src.canns.analyzer.experimental_data
      • src.canns.analyzer.experimental_data.cann1d
      • src.canns.analyzer.experimental_data.cann2d
    • src.canns.analyzer.slow_points.finder
    • src.canns.task.closed_loop_navigation
    • src.canns.models.brain_inspired.linear
    • src.canns.models.brain_inspired.spiking
    • src.canns.models.brain_inspired.hopfield
    • src.canns.models.basic.theta_sweep_model
    • src.canns.analyzer.plotting.jupyter_utils
    • src.canns.analyzer.slow_points.checkpoint
    • src.canns.models.basic.hierarchical_model
    • src.canns.analyzer.brain_inspired.hopfield
    • src.canns.analyzer.slow_points.fixed_points
    • src.canns.analyzer.experimental_data.cann2d
    • src.canns.analyzer.experimental_data.cann1d
    • src.canns.analyzer.slow_points.visualization
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src.canns.models¶

Submodules¶

  • src.canns.models.basic
  • src.canns.models.brain_inspired
  • src.canns.models.hybrid
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