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https://www.psychforums.com/blog/highdimensionman/hyperspherical_and_hypercylindrical_ai_b-14730_sid-93ba2568072d85c7c1a929e8aa17400a.html

Author:  highdimensionman [ Thu Jun 16, 2022 9:15 pm ]
Blog Subject:  hyper-spherical and hyper-cylindrical AI

if you are understanding and optimally generating picture data with GANN the optimal method is with a cone that shits from 4d spherical to 4d cylindrical much like a 2d circle is the base of a cone then this optimisation geometry uses a stack of 3d in 4d for 3d surface spherical dimension transition to 2d image form which in curved space is with a cylindrical base. basically an optimal geometry for transitioning 3d surface data to a 2d image. AI based on this geometry would do fast accurate GANNs for many image creation tasks.

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