A tunneling magnetoresistive device comprises an insulating barrier layer, and at least two ferromagnetic layers provided on the same plane of the layer. The device includes a filter for collecting the embolic debris and a frame for supporting the filter. A user then provides feedback to indicate that the output inference is either correct or incorrect.