Exhibit 23.1

Consent of Independent Registered Public Accounting Firm

We consent to the use of our report dated March 13, 2023, with respect to the consolidated financial statements of Ovid Therapeutics Inc., and the effectiveness of internal control over financial reporting, incorporated herein by reference.

/s/ KPMG LLP

New York, New York

May 5, 2023