Adam Willats's Projects
Brian is a free, open source simulator for spiking neural networks.
(Experimental) visualizer for understanding networks and properties of their adjacency matrices
closed loop identifiability in neural circuits
Overview paging linking to other CLOCTools repositories. CLOCTools are a library of tools for closed-loop neuroscience
This reading list is centered around the practical application of linear dynamical systems models to predict neural data
An interactive visualization of what a dynamical system does, and why eigenvalues are cool
A set of lectures I gave for Chris Rozell's "Information Processing Models in Neural Systems" course at Georgia Insitute of Technology
simple hidden markov model code intended to support control of switching linear dynamical systems
Optimal Closed Loop Optogenetic Control
A comparison of several Python libraries for interactive visualization, as well as advice for effective data viz
A C++ library for estimation and control of linear dynamical systems (LDS) with Gaussian or Poisson observations.
Adam Willats's Curriculum Vitae (CV) based on a markdown template by elipapa
basic structure for a planning, writing, sharing a scientific manuscript and related code
Neural concepts explores different neuroscience concepts visually and interactively
Python port of the wikEdDiff JavaScript library
Open-source keyboard firmware for Atmel AVR and Arm USB families
helper "supermodule" for installing other stac code
implementing state-aware closed-loop control (StAC) of firing rate in RTXI: settings, algorithms, and workspaces
rtxi module which generates state switching and point-process emissions
A collection of scripts in various languages
An extension for telescope.nvim that allows you to switch between headings
interactive viz for cross-correlations in small networks (using p5 for interactivity)