Neuromorphic architectures for nanoelectronic circuits

Abstract This paper reviews recent important results in the development of neuromorphic network architectures (‘CrossNets’) for future hybrid semiconductor/nanodevice‐integrated circuits. In particular, we have shown that despite the hardware‐imposed limitations, a simple weight import procedure allows the CrossNets using simple two‐terminal nanodevices to perform functions (such as image recognition and pattern classification) that had been …