Ahmad Muqeem Sheri, Seungjong No, Moongu Jeon
Robotics, Biomedical Computing, Nanowire Memristors,SOM, Neuromorphic
Nanowire memristor devices seem a natural electronic sub- stitute of a synaptic junction in neuromorphic devices. The paper explores one of the architectures of neural computa- tion which classifies an input set into distinct classes. A specific case of character recognition is implemented using neural networks which use nanowire memristive edges and CMOS based neural nodes. Simulation were conducted to classify 10 digits into distinct classes. The network is then tested under noisy conditions and shows promising results.
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