The neurocomputer is almost like a quantum computer. But it can be made by using traditional computers. The neurocomputer is a cloud-based computer system where multiple computers are working with the same problem. But what is the difference between neurocomputer and cloud-based computer groups where multiple computers operating with the same problem?
In the classroom problem, the teacher is the central processing unit that shares the mission. And the students are the data handlers or data processors.
We can use the classroom as the model for observing the difference between the neuro- and traditional cloud computers. In the traditional model, the teacher is giving the book to each student. And order them to read the entire text. Then everybody will introduce their conclusions about the text. But the problem is that conclusion is touching the entire book. And if that answer is wrong, everything goes wrong.
In the neuro model, the teacher shares the book with every student that everybody who participates in the work will read only a certain part of the book. And then introduce the conclusions to the team. Then the solutions can be put in the line. And that guarantees that the solution is more accurate than if everybody is reading the entire book. In that case, every participator will introduce the solution that touches only a couple of pages of the book.
So if somebody has read the text inaccurately, the entirety will not suffer so much. And in this case, the work of the individual data processor would be lighter. The neuro- and quantum computer's difference is that the quantum computer operates by using the superposition of layers of the qubit.
The neurocomputer can be made by using regular microchips which are linked to one entirety. And the system can share the problem like in the quantum computers. But the system is not so effective as the quantum computer.
And if the system works that way the microchip will ask for help if it will not introduce the solution, that thing can cause that the loop that takes forever will start to grow in the system when more and more microprocessors are taking part in it. So when one of the processors is falling it will take all others with it.
The states of qubits of the quantum computer can also be linked together as the neuron structure. In this case, every each of the layers of the qubit is working with the same entirety.
The fall of the entire quantum computer is not so easy as falling regular computer. Because in the quantum computer there is the control layer that releases the layer if it will be stuck to work with the things like endless decimal numbers.
(https://visionsoftheaiandfuture.blogspot.com/2021/08/quantum-and-neurocomputers-are-new-way.html)
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