Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training - Soudry, Daniel; Di Castro, Dotan; Gal, Asaf; Kolodny, Avinoam; Kvatinsky, Shahar (IEEE transaction on neural networks and learning systems, 2015)
Keywords: Algorithm design and analysis; Algorithms; Backpropagation; Circuits; CMOS; Computer Simulation; Descent; Hardware; Humans; Learning; Memory devices; memristive systems; memristor; Memristors; multilayer neural networks (MNNs); Multilayers; Neural networks; Neural Networks (Computer); Neurons - physiology; Online Systems - instrumentation; Signal Processing, Computer-Assisted - instrumentation; stochastic gradient descent; synapse; Synapses - physiology; Training; Transistors; Backpropagation; multilayer neural networks (MNNs); memristor; synapse; memristive systems; stochastic gradient descent; hardware