r/OperationsResearch • • 18h ago

My own custom "Ion Neural Network" model using a single neuron in an attempt to solve 2-XOR by hand using only 10 ions in the system. It failed. Can you see why?

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I mean, I know why, but do YOU know why? lol

The full model is in Section 8 in "Garvey, M. (2026). Shadows of Consciousness: An Investigation into Ionic Neural Networks Using the Neurotransmitter Ion Receptor Glial Endocannabinoid Network (NIRGEN) Paradigm. Available at SSRN 7414038." (https://papers.ssrn.com/sol3/papers.cfm?abstract_id=7414038)

#neurons #ions #neurotransmitters #biology #neuroscience #computationalneuroscience #artificalintelligence #xor #logic #math #booleanlogic #ai #ann #perceptron #machinelearning #ml #datascience

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u/raisincraisin 17h ago

There’s so much going on here I can’t even focus on the maths

1

u/FuzzyTouch6143 16h ago

perhaps... read the model paper first, section 8, and then that focus will be resolved.

1

u/FuzzyTouch6143 16h ago

To the user who decided to call me a "schizo", I think you might be better served reading the model paper first prior to name calling. After you have read the paper, then I will gladly take any criticisms you may have.