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Deep learning is not mimicking how our brains work. It's just brain inspired. It may mimic of how some primitive areas of brain work in very low level in very
by MAXPOOL 8y ago
Deep learning is not mimicking how our brains work. It's just brain inspired. It may mimic of how some primitive areas of brain work in very low level in very crude way.
Take for example machine vision. ConvNET is inspired by the lowest levels of human visual cortex and there are analogies to be drawn, but no direct mimicry.
- dnautics 8y agois that even true? I could be wrong, but I was under the impression that Convnet is inspired by basically, photoshop filters, and after it was created it was found that there are vaguely similar structures in the visual cortex.
- sjg007 8y agoThe inspiration is probably from the signal processing literature.
- p1esk 8y agoConvnet was inspired by Fukushima's Neocognitron, which itself was inspired by Hubel and Wiesel work on visual cortex. Here's more on convnets vs brain: https://neurdiness.wordpress.com/2018/05/17/deep-convolutional-neural-networks-as-models-of-the-visual-system-qa/ https://neurdiness.wordpress.com/2018/05/17/deep-convolution...
- eli_gottlieb 8y agoI'm pretty sure convnets were inspired by the lowest levels of the cat visual cortex.
- DanielleMolloy 8y ago..which are not very different from the human visual cortex.