Charles Augustine

Event-Driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines

Emre Neftci, Charles Augustine, Somnath Paul et al. · Frontiers in Neuroscience · 2017 · 232 citations · Full text

Synaptic Plasticity, Deep Neural Networks, Engineering +15

Spin-Based Neuron Model With Domain-Wall Magnets as Synapse

Mrigank Sharad, Charles Augustine, Georgios Panagopoulos et al. · IEEE Transactions on Nanotechnology · 2012 · 195 citations · Full text

KNACK: A hybrid spin-charge mixed-mode simulator for evaluating different genres of spin-transfer torque MRAM bit-cells

Xuanyao Fong, Sumeet Kumar Gupta, Niladri Narayan Mojumder et al. · 2011 · 145 citations

Spintronics, Magnetism, Spin Dynamic +15

TapeCache

Rangharajan Venkatesan, Vivek Kozhikkottu, Charles Augustine et al. · 2012 · 140 citations

Hardware Security, Spintronics, Electrical Engineering +13

Event-driven random backpropagation: Enabling neuromorphic deep learning machines

Emre Neftci, Charles Augustine, Somnath Paul et al. · 2017 · 129 citations

Engineering, Machine Learning, Recurrent Neural Network +16