William Chapman Neuromorphic Computing
Software

Code

Public repositories on GitHub. Most Sandia work ships inside lab tooling rather than here; the analog co-design work is released through CrossSim.

chl_torch Python

Contrastive Hebbian learning in PyTorch — a local alternative to backpropagation for small recurrent models.

bindsnet Python

Fork of BindsNET: spiking neural network simulation on PyTorch, used for early spiking experiments.

stunning-octo-telegram Jupyter

PsychoPy modules for synchronised eye tracking and EEG acquisition. Archived.

seizure_prediction_ml Jupyter

Machine-learning pipeline for seizure prediction from intracranial recordings. Archived.

KlustaMat MATLAB

MATLAB tooling around spike-sorting workflows from the Conte Center years. Archived.

wchapman.github.io Jekyll

The site itself.