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> MenuetOS > 1.49.20 - Neuron EPSP simulator |
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GT 15 Nov 2023, 19:54
Although I'm far from programming, I have a question. Is it possible to store neural network nodes on magnetic hard drives and process them using multi-core processors even slower than in real time?
I mean, is it possible to scale such a network at low cost and at low speed to 100 milliard neurons and 100 billion synapses? |
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15 Nov 2023, 19:54 |
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Ville 16 Nov 2023, 14:31
High precision calculations are one of the most power consuming operations with current ANNs. According to professor Thorpe, simulating full brain activity with 86 billion neurons would consume 30 megawatts of electricity, when actual brain consumes only 20 watts. So its a question of how much slower simulation we are willing to accept. With Spiking Neural Networks (SNN) the power requirements are much lower.
www.youtube.com/watch?v=8K5oc4y0Vas |
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16 Nov 2023, 14:31 |
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