US Patent 11410025 Implementing a multi-layer neural network using crossbar array

Systems and methods for implementing a multi-layer neural network using crossbar arrays are disclosed. In some implementations, an apparatus comprises: a plurality of first devices, a plurality of second devices, and a plurality of first flow controllers connecting the plurality of first devices and the plurality of second devices. Each flow controller in the plurality of first flow controllers is independently controlled from other flow controller in the plurality of first flow controllers. In some implementations, the apparatus further comprises: a plurality of third devices; a plurality of second flow controllers connecting the plurality of second devices and the plurality of third devices; and a first common ground line separating the plurality of first flow controllers and the plurality of second flow controllers. Each of the plurality of second flow controllers is independent of each of the plurality of first flow controllers.