This tutorial is part 1 of 2. It aims to provide viewers with an understanding of the fundamentals of R tool.

This tutorial is part 2 of 2. It aims to provide viewers with an understanding of the fundamentals of R tool.

This tutorial illustrates several ways to approach predictive modeling and machine learning with MATLAB.

A brief overview of the Python programming language, with an emphasis on tools relevant to data scientists. This lecture was part of the 2018 Neurohackademy, a 2-week hands-on summer institute in neuroimaging and data science held at the University of Washington eScience Institute.

This tutorial was part of the 2018 Neurohackademy, a 2-week hands-on summer institute in neuroimaging and data science held at the University of Washington eScience Institute.

Introductory presentation on how data science can help with scientific reproducibility.

The ionic basis of the action potential, including the Hodgkin Huxley model. 

Introduction to the course Cellular Mechanisms of Brain Function.

The ionic basis of the action potential, including the Hodgkin Huxley model. 

Introduction to the course Cellular Mechanisms of Brain Function.

The composition of the cell membrane.

Spatiotemporal dynamics of the membrane potential.

Action potential initiation and propagation.

Synaptic transmission and neurotransmitters