About Rockpool

The basics

Installing Rockpool and contributing
A simple introduction to spiking neurons
Introduction to Rockpool
👋 Hello MNIST with Rockpool
Working with time series data
Standard modules
🐡 The sharp points of Rockpool 🐚

In depth

🛠 Low-level Module API
⏱ High-level TimedModule API
[𝝺] Low-level functional API
🏃🏽‍♀️ Training a Rockpool network with Jax
👩🏽‍🔬 Advanced Jax training topics
🔥 Building Rockpool modules with Torch
👩🏼‍🚒 Training a Rockpool network with Torch

Tutorials

∇ Gradient descent training of a rate-based recurrent network
⚡️ Training a spiking network with Jax
⚡️ Training a spiking network with Torch
🐰 Easter with Rockpool 🥚
👹 Adversarial training
🔊 Training an audio classification task using Torch 🔥
WaveSense: Training a Spiking Neural Network with Temporal Convolutions

Training and deploying to Xylo

🐝 Overview of the Xylo family
🐝⚡️ Quick-start with Xylo
🐝🎵 Introduction to Xylo-Audio
Training a spiking network to deploy to the Xylo digital SNN
Using the analog frontend model

Training and deploying to SE2

Overview of Dynap-SE2
Quick Start with Dynap-SE2
DynapSim Neuron Model
Training a spiking network to deploy to Dynap-SE2

Advanced topics

Computational graphs in Rockpool
Graph mapping
Rockpool Parameter handling
Typehints in Rockpool
Full API summary for Rockpool
Change log

Developer documentation

UML diagrams for Rockpool
Using the backend management system
Dynap-SE2 developer notes
Notes for developers

Rockpool

»
Full API summary for Rockpool »
rockpool »
rockpool.version
View page source

rockpool.version

The current version of rockpool

Access the rockpool version with rockpool.__version__.

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