Neuromorphic computing using non-volatile memory GW Burr, RM Shelby, A Sebastian, S Kim, S Kim, S Sidler, K Virwani, ... Advances in Physics: X 2 (1), 89-124, 2017 | 1208 | 2017 |
Neuro-inspired computing using resistive synaptic devices S Yu Springer, 2017 | 101 | 2017 |
Toward on-chip acceleration of the backpropagation algorithm using nonvolatile memory P Narayanan, A Fumarola, LL Sanches, K Hosokawa, SC Lewis, ... IBM Journal of Research and Development 61 (4/5), 11: 1-11: 11, 2017 | 69 | 2017 |
Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part I: Al/Mo/Pr0.7Ca0.3MnO3 Material Improvements and Device Measurements K Moon, A Fumarola, S Sidler, J Jang, P Narayanan, RM Shelby, GW Burr, ... IEEE Journal of the Electron Devices Society 6, 146-155, 2017 | 65 | 2017 |
Large-scale neural networks implemented with non-volatile memory as the synaptic weight element: Impact of conductance response S Sidler, I Boybat, RM Shelby, P Narayanan, J Jang, A Fumarola, K Moon, ... 2016 46th European Solid-State Device Research Conference (ESSDERC), 440-443, 2016 | 46 | 2016 |
Vanadium Oxide bandstop tunable filter for Ka frequency bands based on a novel reconfigurable spiral shape defected ground plane CPW EA Casu, AA Müller, M Fernández-Bolaños, A Fumarola, A Krammer, ... IEEE Access 1 (99), 1 - 1, 2018 | 45 | 2018 |
Accelerating machine learning with non-volatile memory: Exploring device and circuit tradeoffs A Fumarola, P Narayanan, LL Sanches, S Sidler, J Jang, K Moon, ... 2016 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2016 | 40 | 2016 |
Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part II: Impact of Al/Mo/Pr0.7Ca0.3MnO3 Device Characteristics on Neural Network … A Fumarola, S Sidler, K Moon, J Jang, RM Shelby, P Narayanan, ... IEEE Journal of the Electron Devices Society 6, 169-178, 2017 | 32 | 2017 |
Reducing circuit design complexity for neuromorphic machine learning systems based on non-volatile memory arrays P Narayanan, LL Sanches, A Fumarola, RM Shelby, S Ambrogio, J Jang, ... 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 18 | 2017 |
A reconfigurable inductor based on vanadium dioxide insulator-to-metal transition EA Casu, AA Muller, M Cavalieri, A Fumarola, AM Ionescu, ... IEEE Microwave and Wireless Components Letters 28 (9), 795-797, 2018 | 12 | 2018 |
Tunable rf phase shifters based on vanadium dioxide metal insulator transition EA Casu, N Oliva, M Cavalieri, AA Müller, A Fumarola, WA Vitale, ... IEEE Journal of the Electron Devices Society 6, 965-971, 2018 | 12 | 2018 |
Doping-induced spin Hall ratio enhancement in A15-phase, Ta-doped β-W thin films MZ Minhas, AK Pandeya, B Grover, A Fumarola, I Kostanovskiy, BK Hazra, ... Journal of Physics: Materials 3 (4), 044001, 2020 | 8 | 2020 |
Multilayer Perceptron Algorithm: Impact of Nonideal Conductance and Area-Efficient Peripheral Circuits LL Sanches, A Fumarola, S Sidler, P Narayanan, I Boybat, J Jang, ... Neuro-inspired Computing Using Resistive Synaptic Devices, 209-231, 2017 | 2 | 2017 |
Non-filamentary non-volatile memory elements as synapses in neuromorphic systems A Fumarola, P Narayanan, RM Shelby, LL Sanchez, GW Burr, K Moon, ... 2019 19th Non-Volatile Memory Technology Symposium (NVMTS), 1-6, 2019 | | 2019 |
Cognitive computing with non-volatile memory devices A Fumarola IBM Research, 2016 | | 2016 |
Approximate and Stochastic Computing A CONINX, P BESSIÈRE, E MAZER, J DROULEZ, R LAURENT, ... | | |