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Can human learning and thinking be adequately reduced to the operations of neurons, on the one hand, or to chips of silicon, on the other?
As Howard Gardner pointedly asked in the article "What We Do & Don't Know About Learning" (2004): Can human learning and thinking be adequately reduced to the operations of neurons, on the one hand, or to chips of silicon, on the other?
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It encourages readers to consider the possibility that the process of musical composition can be "a metaphorical transformation of their own experience into sound". The book also touches on unresolved debates about psychological musical universals, information theory, and the operation of neurons.
Stochastic resonance in the brain has been observed from the operations of single neurons to intercellular communication and perceptual and cognitive phenomena.
Such an epileptiform state would be in contrast to normal physiological operation of neuronal networks where the neurons operate around a lower activation threshold.
Hillis imagined that human thought arises from the operations of millions of neurons interacting and working on problems in diverse ways in computer parlance, massively parallel processing.
In biological nervous systems, the operation of interacting neurons depends largely on the regulation from astrocytes.
ANNs simulate the manner of operation of natural neurons in the human body.
Having discussed the operation of convolutional neurons, let us describe the structure of the whole network.
The operation of these neurons differs from standard neural units in three key ways, which can be summed up by the words "locality," "weight sharing," and "pooling" [7].
The study of neural networks, their relation to the operation of single neurons and other important topics do and will profit a lot from complex systems approaches.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com