traceTorch Documentation
========================

.. image:: _static/tracetorch_banner.png
   :alt: traceTorch banner image

``traceTorch`` is a PyTorch-based library built on the principles of spiking neural networks, replacing the PyTorch
default backpropagation through time with lightweight, per-layer input traces, enabling biologically inspired, constant
time and memory consumption learning on arbitrarily long or even streaming sequences.

.. toctree::
   :maxdepth: 2
   :caption: The docs cover the following:

   introduction/index
   tutorials/index
   reference/index