Imagine a flashlight with a red piece of cellophane over it pointed at a wall. Scientists some day discover that the red dot on the wall is caused by the flashlight -- it appears each and every time the flashlight fires and only when the flashlight is firing. However, the red dot on the wall is certainly not the same as the flashlight: one is a flashlight and one is a red dot.
The red dot, on the other hand, could be reduced to some sort of interaction between certain frequencies of light-waves and wall-atoms and so on. But it will certainly not get reduced to flashlights.
By the same token, you are not going to reduce the-subjective-experience-of-seeing-red to neurons; subjective experiences aren't made out of neurons any more than red dots are made of flashlights.
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I guess you need to do some more thinking to straighten out your views on qualia.