Ferrite beads and chips are passive electronic components used in filters to suppress high-frequency noise in electronic circuits. They are made from ferrite material, which exhibits magnetic properties, allowing them to attenuate unwanted signals while enabling desired frequencies to pass. These components are essential for improving signal integrity in various applications.