It seems not. Anyway, not automatically.
Google has admitted that reciprocal links can be ‘made’ naturally on the internet.
What can be penalized (or devalued) would most certainly be a large-scale network of links seeking to manipulate the results of the search engines and to popularize a website in a fully artificial way.