Hyperdimensional Computing Explained

References below, each category is sorted by the order it appears in the video.


Videos used:
Clip from Interstellar (2014)


neural network visualization 4k LQTWKCL 1 -    • neural network visualization 4k LQTWK...  

What Did Ancient Greece Look Like? (Cinematic Animation) -    • What Did Ancient Greece Look Like? (C...  

Plato’s Allegory of the Cave - Alex Gendler -    • Plato’s Allegory of the Cave - Alex G...  

Glass brain flythrough - Gazzaleylab / SCCN / Neuroscapelab -    • Glass brain flythrough - Gazzaleylab ...  

Our Story in 1 Minute -    • Our Story in 1 Minute  

Derrida - defining deconstruction -    • Derrida - defining deconstruction  

AI Neural Network - Animation Nodes - Python - Blender -    • AI Neural Network - Animation Nodes -...  

Spiking Neural Network Visualization -    • Spiking Neural Network Visualization  

Variational Autoencoder for Data Visualization -    • Variational Autoencoder for Data Visu...  

Autoencoder Latent Space Visualization -    • Autoencoder Latent Space Visualization  

Fit all 4 dancers onto the dance floor -    • Fit all 4 dancers onto the dance floor  

This Is What Tesla's Autopilot Sees On The Road -    • This Is What Tesla's Autopilot Sees O...  

Binary Explained in 01100100 Seconds -    • Binary Explained in 01100100 Seconds  

Lucy | real time deep learning visualization | neural network parameters visualization in real time -    • Lucy | real time deep learning visual...  

Disney's New AI ROBOT SHOCKS The Entire Industry -    • Disney's New AI ROBOT SHOCKS The Enti...  

Whole-brain Imaging of Neuronal Activity with Cellular Resolution -    • Whole-brain Imaging of Neuronal Activ...  

I Can Hear Myself -    • I Can Hear Myself  



Images used:

Dimensionality reduction: Autoencoder + OPTUNA - https://deepnote.com/app/maksim-denis...

Convolutional Autoencoders - https://charliegoldstraw.com/articles...

A Primer on Hyperdimensional Computing for iEEG Seizure Detection - https://www.researchgate.net/publicat...

Jacques Derrida - https://cdn.britannica.com/48/140648-...

Plato - https://cdn.britannica.com/88/149188-...

Complexity Cartoon - https://www.businessillustrator.com/w...

Generic Technical Diagram (to see if you are paying attention) - https://www.pumpsandsystems.com/sites...

Intelligent characterisation and diagnosis of the groundwater quality in an urban fractured-rock aquifer using an artificial neural network - https://www.researchgate.net/publicat...

Hyperdimensional operations - https://pbs.twimg.com/media/GHa_A5pXM...

Similarity Search -   / 0*f53uq4clzae5doap  

Puzzled Man - https://static.vecteezy.com/system/re...

NLP - https://codesrevolvewordpress.s3.us-w...


Paper directly referenced in video:

M. Imani, J. Morris, S. Bosch, H. Shu, G. D. Micheli and T. Rosing, "AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing," 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, Japan, 2019, pp. 1-4, doi: 10.1109/BIOCAS.2019.8918974. keywords: {Training;Adaptation models;Error analysis;Data models;Training data;Encoding;Computational modeling},