Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses A Serb, J Bill, A Khiat, R Berdan, R Legenstein, T Prodromakis Nature communications 7 (1), 1-9, 2016 | 205 | 2016 |

Emulating short-term synaptic dynamics with memristive devices R Berdan, E Vasilaki, A Khiat, G Indiveri, A Serb, T Prodromakis Scientific reports 6 (1), 1-9, 2016 | 89 | 2016 |

A-Controller-Based System for Interfacing Selectorless RRAM Crossbar Arrays R Berdan, A Serb, A Khiat, A Regoutz, C Papavassiliou, T Prodromakis IEEE Transactions on Electron Devices 62 (7), 2190-2196, 2015 | 58 | 2015 |

High precision analogue memristor state tuning R Berdan, T Prodromakis, C Toumazou Electronics letters 48 (18), 1105-1107, 2012 | 55 | 2012 |

A memristor SPICE model accounting for volatile characteristics of practical ReRAM R Berdan, C Lim, A Khiat, C Papavassiliou, T Prodromakis IEEE Electron Device Letters 35 (1), 135-137, 2013 | 39 | 2013 |

Pulse-induced resistive and capacitive switching in TiO_{2} thin film devicesI Salaoru, A Khiat, Q Li, R Berdan, T Prodromakis Applied Physics Letters 103 (23), 233513, 2013 | 35 | 2013 |

Memristive devices as parameter setting elements in programmable gain amplifiers R Berdan, T Prodromakis, I Salaoru, A Khiat, C Toumazou Applied Physics Letters 101 (24), 243502, 2012 | 32 | 2012 |

Origin of the OFF state variability in ReRAM cells I Salaoru, A Khiat, Q Li, R Berdan, C Papavassiliou, T Prodromakis Journal of Physics D: Applied Physics 47 (14), 145102, 2014 | 26 | 2014 |

A cell classifier for RRAM process development I Gupta, A Serb, R Berdan, A Khiat, A Regoutz, T Prodromakis IEEE Transactions on Circuits and Systems II: Express Briefs 62 (7), 676-680, 2015 | 23 | 2015 |

Live demonstration: A versatile, low-cost platform for testing large ReRAM cross-bar arrays A Serb, R Berdan, A Khiat, C Papavassiliou, T Prodromakis 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 441-441, 2014 | 20 | 2014 |

An FPGA-based instrument for en-masse RRAM characterization with ns pulsing resolution J Xing, A Serb, A Khiat, R Berdan, H Xu, T Prodromakis IEEE Transactions on Circuits and Systems I: Regular Papers 63 (6), 818-826, 2016 | 12 | 2016 |

Applications of solid-state memristors in tunable filters R Wizenberg, A Khiat, R Berdan, C Papavassiliou, T Prodromakis 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 2269-2272, 2014 | 9 | 2014 |

Temporal processing with volatile memristors R Berdan, T Prodromakis, A Khiat, I Salaoru, C Toumazou, F Perez-Diaz, ... 2013 IEEE International Symposium on Circuits and Systems (ISCAS), 425-428, 2013 | 8 | 2013 |

Low-power linear computation using nonlinear ferroelectric tunnel junction memristors R Berdan, T Marukame, K Ota, M Yamaguchi, M Saitoh, S Fujii, J Deguchi, ... Nature Electronics, 1-8, 2020 | 6 | 2020 |

In-memory reinforcement learning with moderately-stochastic conductance switching of ferroelectric tunnel junctions R Berdan, T Marukame, S Kabuyanagi, K Ota, M Saitoh, S Fujii, J Deguchi, ... 2019 Symposium on VLSI Technology, T22-T23, 2019 | 6 | 2019 |

Volatility characterization for RRAM devices I Gupta, A Serb, R Berdan, A Khiat, T Prodromakis IEEE Electron Device Letters 38 (1), 28-31, 2016 | 6 | 2016 |

Limitations and precision requirements for read-out of passive, linear, selectorless rram arrays A Serb, W Redman-White, C Papavassiliou, R Berdan, T Prodromakis 2015 IEEE International Symposium on Circuits and Systems (ISCAS), 189-192, 2015 | 5 | 2015 |

Performance Maximization of In-Memory Reinforcement Learning with Variability-Controlled Hf_{1-x}Zr_{x}O_{2} Ferroelectric Tunnel JunctionsK Ota, M Yamaguchi, R Berdan, T Marukame, Y Nishi, K Matsuo, ... 2019 IEEE International Electron Devices Meeting (IEDM), 6.2. 1-6.2. 4, 2019 | 3 | 2019 |

Nonlinear Operation of Static-Binary Neuron Circuits and Dynamic Memristive Devices for STDP Learning T Marukame, J Sugino, T Kitamura, K Ishikawa, K Takahashi, Y Tamura, ... 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 2 | 2019 |

Memristors as synapse emulators in the context of event-based computation A Serb, R Berdan, A Khiat, SLW Li, E Vasilaki, C Papavassiliou, ... 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 2085-2088, 2014 | 2 | 2014 |