The implantable electrode system of the preferred embodiments includes a conductor, an interconnect coupled to the conductor, an insulator that insulates the interconnect, and an anchor that overlaps a peripheral edge of the electrode layer. The anchor is mechanically interlocked with the insulator. This structure is particularly useful with the electrode layer being a neural interface that is configured to provide either a recording and stimulating function.