Notes
A collection of fragments of understanding in the pursuit of deeper questions.
Contents
- Computational Vision
- Introduction to Data Science
- Translational Neuromodeling
- Deep Learning in Artificial & Biological Neuronal Networks
- Introduction to Neuroinformatics
- Intro to Neuroscience
- Systems Neuroscience
- Readings in Neuroinformatics
- Neurobiology of Consciousness
- Econometrics
- Principles of Finance
- Big Data & Databases
- Game Theory
- Intro to Blockchain
- Marketing Analytics
- Financial Accounting
- Fundamentals of Computer Science
- Foundamentals of Information Technology Law
- Statistics
- Computer Programming
- Macroeconomics
- EU Information Law & Data Economy
- Advanced Mathematics & Statistics
- Principles of Management
- Mathematics
- Microeconomics
Calcium Rule
The Calcium Rule Paper: "Calcium-Based Plasticity Model Explains Sensitivity of Synaptic Changes to Spike Pattern, Rate and Dendritic Location".
As shown in the previous picture, this rule specifies that the LTP regime applies based on the amount of time above the calcium threshold while the LTD regime applies below the threshold. The threshold is represented by the frequency of synaptic firing, indeed, low frequencies of synaptic firing (approx. 5Hz) produce LTD, while high frequencies of synaptic firing (approx. 50 to 100Hz) produce LTP. This rule results in the same basic STDP profile as before, and there are threshold parameters that can be changed to affect the dynamics.