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If the retina would not have any cones, one would be color blind. If white is the presence of all colors (in the matter of color mixture, not addition), then what would white look like without rods?

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Short answer
Cones mediate the perception of white in photopic conditions. Rods mediate the perception of white in scotopic conditions. The rod system is not needed for cones to mediate white perception and vice versa.

Background
Cones code for red, green and blue. The remaining colors, as you rightfully state in the question, can be generated by mixing these three colors, as shown in Fig. 1.

color micture
Fig. 1. Color mixtures. Source: Davidson College

The millions of different color hues that we can perceive are generated by the retina and the brain by mixing colors and adding the weight that each cone class adds to the color percept (Fig. 2).

color triangle
Fig. 2. Color Triangle. Source: Wikipedia

As you can see in Fig. 2, when all three basic colors are present in equal amount, perceptually a white color is perceived (the middle point of the color triangle). That is, the combination of co-activation of each cone class yields the perception of white, i.e., without the need for rod activation. Rods are not needed for color vision, including the perception of white or black. In fact, under photopic (well-lit) conditions the rods are adapted to high light levels and are less responsive; their photopigments are said to be bleached and the rods become unresponsive to light. Hence, under photopic conditions the contribution of rod-mediated vision is low (Ambler, 1974).

Rods mediate vision in low-lighting conditions (scotopic vision), as opposed to photopic vision where sufficient amount of light is present to feed the photon-hungry cones. While rod-mediated vision operates at much lower lighting conditions than cone-vision, it only mediates the perception of low-resolution gray-scale images.

References
- Ambler, Perception & Psychophysics (1974); 15(3): 586-90
- Gouras, Color Vision. In: Kolb et al. (eds). Webvision. The Organization of the Retina and Visual System. Utah (2012)

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    $\begingroup$ So I person who has trouble seeing at night to drive may have low rod count? $\endgroup$
    – Muze
    Jan 12, 2016 at 22:45
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    $\begingroup$ @Jen - May be, for example in retinitis pigmentosa sufferers the outer retina degenerates and with it the rods. Among the first signs is indeed night blindness. I'll edit my answer to include this when I find the time - good point. $\endgroup$
    – AliceD
    Jan 12, 2016 at 22:53
  • $\begingroup$ A person with an absents of cones and more rods are more color blind. but may be able to see great at night. $\endgroup$
    – Muze
    Jan 12, 2016 at 23:00
  • $\begingroup$ Some animals like dogs may only have rods. $\endgroup$
    – Muze
    Jan 12, 2016 at 23:01
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    $\begingroup$ @Jen - Like cats do, yes $\endgroup$
    – AliceD
    Jan 12, 2016 at 23:01

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