The present invention provides improved antibodies or antigen-binding moleculesthat specifically recognize and agonize the tyrosine receptor kinase B (TrkB)receptor, and methods of their use. Also provided in the invention are polynucleotidesand vectors that encode such molecules and host cells that harbor the polynucleotidesor vectors.