Dominique Drouin
Orcid: 0000-0003-2156-967X
According to our database1,
Dominique Drouin
authored at least 27 papers
between 1993 and 2023.
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Bibliography
2023
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity.
Neuromorph. Comput. Eng., March, 2023
Analog programming of CMOS-compatible Al<sub>2</sub>O<sub>3</sub>/TiO<sub>2-x</sub> memristor at 4.2 K after metal-insulator transition suppression by cryogenic reforming.
CoRR, 2023
CoRR, 2023
Hardware-aware Training Techniques for Improving Robustness of Ex-Situ Neural Network Transfer onto Passive TiO2 ReRAM Crossbars.
CoRR, 2023
A tunable and versatile 28nm FD-SOI crossbar output circuit for low power analog SNN inference with eNVM synapses.
CoRR, 2023
2022
CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements.
IEEE Trans. Circuits Syst. II Express Briefs, 2022
Mach. Learn. Sci. Technol., 2022
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential.
CoRR, 2022
Memristor-based cryogenic programmable DC sources for scalable in-situ quantum-dot control.
CoRR, 2022
2021
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators.
IEEE Trans. Circuits Syst. II Express Briefs, 2021
Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing.
CoRR, 2021
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021
2020
In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives.
Adv. Intell. Syst., 2020
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020
2019
Source Separation Using Sensor's Frequency Response: Theory and Practice on Carbon Nanotubes Sensors.
Sensors, 2019
Observation of Highly Nonlinear Resistive Switching of Al2O3/TiO2-x Memristors at Cryogenic Temperature (1.5 K).
CoRR, 2019
2018
Towards miniaturized pH sensor based on carbon nanotubes assembled by DEP on titanium electrodes?
Proceedings of the IEEE International Conference on Industrial Technology, 2018
2017
Development of ultrasensitive extended-gate Ion-sensitive-field-effect-transistor based on industrial UTBB FDSOI transistor.
Proceedings of the 47th European Solid-State Device Research Conference, 2017
Paving the Way Towards a Highly Energy-Efficient and Highly Integrated Compute Node for the Exascale Revolution: The ExaNoDe Approach.
Proceedings of the Euromicro Conference on Digital System Design, 2017
2016
A manufacturable process for single electron charge detection, a step towards quantum computing.
Proceedings of the 46th European Solid-State Device Research Conference, 2016
2015
Proceedings of the 33rd IEEE VLSI Test Symposium, 2015
2014
Microelectron. J., 2014
Towards nano-computing blocks using room temperature double-gate single electron transistors.
Proceedings of the IEEE 12th International New Circuits and Systems Conference, 2014
2013
Effect of illumination on the electron transport mechanisms in Silicon nanocrystal-based nanopixels.
Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013
2012
Proceedings of the 2012 IEEE/ACM International Symposium on Nanoscale Architectures, 2012
1993
Fractal Analysis in Electron Microscopy.
Proceedings of the Fractals in the Natural and Applied Sciences, 1993