10-10-2024, 08:42 AM
(This post was last modified: 10-10-2024, 12:28 PM by AbsoluteBeginner.)
(translated by Google translator)
Hi all.
Here is the data I currently have about the essence of an individual neuron:
Once trained, the neuron is effectively an information storage device.
The neuron inputs are actually connected to the address bus lines.
The SUM of all the values that are set at each input of a neuron actually represents the memory cell number in the neuron.
In a classical neuron, the role of physical memory is performed by the sigmoid equation.
When a code is set at the inputs of a neuron (on the "address bus"), the summation operation transforms this code into a specific number.
This number is the NUMBER of the neuron's "memory cell" (the X coordinate of the sigmoid graph).
When the activation function receives this number, it "opens the specified cell and retrieves" (calculates) the value stored there.
That's all... The usual "key -> value" pair.
All the magic happens WHILE THE TRAINING PROGRAM IS RUNNING (!!!).
It is the training program that does all the important work on information.
But that's a different conversation.
Hi all.
Here is the data I currently have about the essence of an individual neuron:
Once trained, the neuron is effectively an information storage device.
The neuron inputs are actually connected to the address bus lines.
The SUM of all the values that are set at each input of a neuron actually represents the memory cell number in the neuron.
In a classical neuron, the role of physical memory is performed by the sigmoid equation.
When a code is set at the inputs of a neuron (on the "address bus"), the summation operation transforms this code into a specific number.
This number is the NUMBER of the neuron's "memory cell" (the X coordinate of the sigmoid graph).
When the activation function receives this number, it "opens the specified cell and retrieves" (calculates) the value stored there.
That's all... The usual "key -> value" pair.
All the magic happens WHILE THE TRAINING PROGRAM IS RUNNING (!!!).
It is the training program that does all the important work on information.
But that's a different conversation.