Querlioz, Damien

Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems

Vincent, A. F., Larroque, J., Locatelli, N., Ben Romdhane, N., Bichler, O., Gamrat, C., Zhao, W. S., Klein, J.-O., Galdin-Retailleau, S., & Querlioz, D. (2015) · IEEE Transactions on Biomedical Circuits and Systems

Advanced Memory and Neural ComputingMagnetic properties of thin films

Cited by 360

Phase change memory as synapse for ultra-dense neuromorphic systems: Application to complex visual pattern extraction

Suri, M., Bichler, O., Querlioz, D., Cueto, O., Perniola, L., Sousa, V., Vuillaume, D., Gamrat, C., & DeSalvo, B. (2011) · 2011 International Electron Devices Meeting

Advanced Memory and Neural ComputingPhase-change materials and chalcogenides

Cited by 314

Bio-Inspired Stochastic Computing Using Binary CBRAM Synapses

Suri, M., Querlioz, D., Bichler, O., Palma, G., Vianello, E., Vuillaume, D., Gamrat, C., & DeSalvo, B. (2013) · IEEE Transactions on Electron Devices

Advanced Memory and Neural ComputingNeural Networks and Reservoir Computing

Cited by 229

Synchronous Non-Volatile Logic Gate Design Based on Resistive Switching Memories

Zhao, W., Moreau, M., Deng, E., Zhang, Y., Portal, J.-M., Klein, J.-O., Bocquet, M., Aziza, H., Deleruyelle, D., Muller, C., et al. (2014) · IEEE Transactions on Circuits and Systems I: Regular Papers

Advanced Memory and Neural ComputingLow-power high-performance VLSI design

Cited by 120

In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks

Bocquet, M., Hirztlin, T., Klein, J.-O., Nowak, E., Vianello, E., Portal, J.-M., & Querlioz, D. (2018) · 2018 IEEE International Electron Devices Meeting (IEDM)

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

Cited by 99

Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays

Hirtzlin, T., Bocquet, M., Penkovsky, B., Klein, J.-O., Nowak, E., Vianello, E., Portal, J.-M., & Querlioz, D. (2020) · Frontiers in Neuroscience

Advanced Memory and Neural ComputingLow-power high-performance VLSI design

Cited by 93

Powering AI at the edge: A robust, memristor-based binarized neural network with near-memory computing and miniaturized solar cell

Jebali, F., Majumdar, A., Turck, C., Harabi, K.-E., Faye, M.-C., Muhr, E., Walder, J.-P., Bilousov, O., Michaud, A., Vianello, E., et al. (2024) · Nature Communications

Advanced Memory and Neural ComputingLow-power high-performance VLSI design

Cited by 58

A memristor-based Bayesian machine

Harabi, K.-E., Hirtzlin, T., Turck, C., Vianello, E., Laurent, R., Droulez, J., Bessière, P., Portal, J.-M., Bocquet, M., & Querlioz, D. (2022) · Nature Electronics

Advanced Memory and Neural ComputingNeural Networks and Applications

Cited by 58

Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks

Hirtzlin, T., Bocquet, M., Klein, J.-O., Nowak, E., Vianello, E., Portal, J.-M., & Querlioz, D. (2019) · 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

Cited by 51

Using the Accelerometers Integrated in Smartphones to Evaluate Essential Tremor

Senova, S., Querlioz, D., Thiriez, C., Jedynak, P., Jarraya, B., & Palfi, S. (2015) · Stereotactic and Functional Neurosurgery

Deep Brain Stimulation and Movement DisordersMotor Control and Adaptation

Cited by 24