Abstract: We will give an overview of 
non-commutative Hodge structures[#] and
other algebraic structures linked to
Singularity Theory.

[#] L. Katzarkov, M. Kontsevich, T. Pantev, "Hodge
theoretic aspects of mirror symmetry"