Notes
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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
Information Coding
Compression: Description Principle
- 4K display: 3 x 10 bit/pixel x 40000 pixel x (3840 x 2160) x 48 frame/s = 5 x 10ˆ14.
- 4K compressed video: 44 -- 85 Mbps (4K)
- Optic Nerve: <1 Mbps (guinea pig), hence there is compression going on.
Estimation of information:
- How many spikes? Depends on neuron type.
- How many bits per spike? More spikes, less informative. (The rarer an event it is the more information it conveys).
- How much noise? By reproducibility.