This lecture provides a history of data management, recent developments data management, and a brief description of scientific data management.

Tutorial on collaborating with Git and GitHub. This tutorial was part of the 2019 Neurohackademy, a 2-week hands-on summer institute in neuroimaging and data science held at the University of Washington eScience Institute.

The lecture covers a brief introduction to neuromorphic engineering, some of the neuromorphic networks that the speaker has developed, and their potential applications, particularly in machine learning.

Introduction to stability analysis of neural models

Introduction to stability analysis of neural models

Oscillations and bursting

Oscillations and bursting

Weakly coupled oscillators

Continuation of coupled oscillators

Firing rate models.

Pattern generation in visual system hallucinations.

Introduction to stability analysis of neural models

Introduction to stability analysis of neural models

Oscillations and bursting

Oscillations and bursting

Weakly coupled oscillators

Continuation of coupled oscillators

Firing rate models.

Pattern generation in visual system hallucinations.

This lecture covers NeuronUnit, a library that builds upon SciUnit and integrates with several existing neuroinformatics resources to support validating single-neuron models using data gathered by neurophysiologists.