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One learning algorithm in the neocortex of the brain
- Support:
- google "Roe et al., 1992"
- Summary: If you cut the wires from the ear to the auditory cortex and rewire the optic nerve to the auditory cortex, then the auditory cortex learns to see.
- google "Metin & Frost, 1989"
- Summary: If you make the wires from the optic nerve connect to the somatosensory cortex then the somatosensory cortex learns to see.
- google "Roe et al., 1992"
- Reasoning: If different parts of the neocortex (contains auditory cortex, somatosensory, and others..) can be given new input and learn to process this new input, then we can guess there is a single learning algorithm in all parts of the neocortex.
- Support:
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Information flow in Brain
- Support:
- synapseOnAxonOfNeuronA -> dendriteOfNeuronB -> cellBodyOfNeuronB -> axonOfNeuronB -> synapseOfNeuronC
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The majority of what we call intelligence is developed during the first 2 years of life
- Support:
- Reasoning: About 10^14 synapses in the brain by 2 years of age. About 10^8 seconds in 2 years. That means about 10^6 synapses are formed per second in a fetus and infant.
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Consciousness partially exists through the LIMITED neural circuits for smell. Does olfaction pass through the thalamus?
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Spatial Pooling efficiently stores sensory information as the activation of a fixed set of neurons in sequence in a hierarchy.
- Support:
- Experimental Data:
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After you change your password it takes about 5 bad predictions over time to fix your habit. This is directly tied to changing synapse permanence increase and decrease rate based on # of cells incorrectly predicted.