A new field/branch of Deep Learning in Artificial Intelligence: Supersymmetric Gradient Descent (Supersymmetric Artificial Neural Network)

Author ~ God Bennett (Curious about my name? Why I an atheist, legally changed my name to God Bennett)

Article written: August 18, 2020

Source: “Thought Curvature” or “Supersymmetric Artificial Neural Network” paper: https://github.com/JordanMicahBennett/Supersymmetric-artificial-neural-network

1. “Thought Curvature” or the “Supersymmetric Artificial Neural Network (2016)” is reasonably observable as a new branch or field of Deep Learning in Artificial Intelligence, called Supersymmetric Deep Learning, by Bennett. Supersymmetric Artificial Intelligence (though not Deep Gradient Descent-like machine learning) can be traced back to work by Czachor et al, concerning a “Supersymmetric Latent Semantic Analysis (2004)” based thought experiment. (See item 8 from my repository’s source). Biological science/Neuroscience saw application of supersymmetry, as far back as 2007 by Perez et al.
2. “Thought Curvature” is similar to “Thought vectors”, with the distinction that supermanifold/curvatures are used to describe the “Supersymmetric Artificial Neural Network”(SANN) model. (See manifold/curvature work in geometric deep learning by Michael Bronstein et al.)
3. See also, review of (1) by a physics person, namely Mitchell Porter, as I cited here.
4. See also this layman explanation from this part of the github repository.
5. See a quick snippet below, taken from main paper cited throughout:

Source: “Thought Curvature” or “Supersymmetric Artificial Neural Network” paper: https://github.com/JordanMicahBennett/Supersymmetric-artificial-neural-network

Some extra snippets:

Source: My Wikiversity “Supersymmetric Artificial Neural Network” page: https://en.wikiversity.org/wiki/Supersymmetric_Artificial_Neural_Network

“Supersymmetric Artificial Neural Network” published on DeepAi.

Signature:

~God Bennett (Why I an atheist, legally changed my name to God Bennett):

1. Author of Why the purpose of the human species is reasonably to create Artificial General Intelligence (2015).

2. Author of “World’s first open source Covid19-Xray Artificial Intelligence/Neural Network diagnosis tool (Feb 2020)” .

3. Author of NVIDIA-featured Ai based pothole detector.

• NVIDIA is a multi-billion dollar Artificial intelligence involved company.

• NVIDIA’s technology has been central to a large degree of humanity’s progress so far.

4. Author of the weekly Jamaican-newspaper Gleaner column:

• “Artificial Intelligence could aid economic stimulation”.

• “Why Jamaica Urgently Needs A Minister Of Artificial Intelligence”.

5. Inventor of the “Supersymmetric Artificial Neural Network”.

6. Author of “Artificial Neural Networks for kids”.

7. “God” is also working hard, trying to build something called the MLJI (which is probably the world’s first university-like initiative).