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Visualization of Neural Nets

I want to post a scheme of neural net here. What tools to use? When I read articles on this topic, often there are good illustrations. How do authors create them? Do they use common graphics editors like Photoshop or there are specialized programs with ready details - empty and filled circles for neurons and synapses, curved links, and nice arrows?