Cover Image

Unsupervised local learning based on voltage-dependent synaptic plasticity for resistive and ferroelectric synapses

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Garg, Nikhil, Balafrej, Ismael, Palhares, Joao Henrique Quintino, Bégon-Lours, Laura, Florini, Davide, Falcone, Donato Francesco, Stecconi, Tommaso, Bragaglia, Valeria, Offrein, Bert Jan, Portal, Jean-Michel, Querlioz, Damien, Beilliard, Yann, Drouin, Dominique, Alibart, Fabien
Format:	Preprint
Published:	2025
Subjects:	Neural and Evolutionary Computing Artificial Intelligence Emerging Technologies Machine Learning Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

All-in-One Analog AI Hardware: On-Chip Training and Inference with Conductive-Metal-Oxide/HfOx ReRAM Devices
by: Falcone, Donato Francesco, et al.
Published: (2025)

Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits
by: Garg, Nikhil, et al.
Published: (2024)

Electroforming Kinetics in HfOx/Ti RRAM: Mechanisms Behind Compositional and Thermal Engineering
by: Kaniselvan, Manasa, et al.
Published: (2025)

Analytical Modelling of the Transport in Analog Filamentary Conductive-Metal-Oxide/HfOx ReRAM Devices
by: Falcone, Donato Francesco, et al.
Published: (2025)

Energy-convergence trade off for the training of neural networks on bio-inspired hardware
by: Garg, Nikhil, et al.
Published: (2025)

Analog Weight Update Rule in Ferroelectric Hafnia, using pico-Joule Programming Pulses
by: Baigol, Alexandre, et al.
Published: (2026)

Analog Weight Update Rule in Ferroelectric Hafnia, Using picoJoule Programming Pulses
by: Alexandre Baigol, et al.
Published: (2026)

Study of Resistive Switching Dynamics and Memory States Equilibria in Analog Filamentary Conductive‐Metal‐Oxide/HfO x ReRAM via Compact Modeling
by: Matteo Galetta, et al.
Published: (2025)

Edge Training and Inference with Analog ReRAM Technology for Hand Gesture Recognition
by: Clerico, Victoria, et al.
Published: (2025)

Personalized Spiking Neural Networks with Ferroelectric Synapses for EEG Signal Processing
by: Garg, Nikhil, et al.
Published: (2025)

Sliding ferroelectric memories and synapses
by: Li, Xiuzhen, et al.
Published: (2024)

Plastic Arbor: a modern simulation framework for synaptic plasticity -- from single synapses to networks of morphological neurons
by: Luboeinski, Jannik, et al.
Published: (2024)

Nogo‐A‐mediated constraints on activity‐dependent synaptic plasticity and associativity in rat hippocampal CA2 synapses
by: Maria Vazquez Pavon, et al.
Published: (2024)

Beyond Hashtags
by: Florini, Sarah
Published: (2024)

Chapter 19 This Week in Blackness and the Construction of Blackness in Independent Digital Media
by: Florini, Sarah
Published: (2020)

Hardware Implementation of Ring Oscillator Networks Coupled by BEOL Integrated ReRAM for Associative Memory Tasks
by: Choi, Wooseok, et al.
Published: (2025)

Alteration of synaptic protein composition during developmental synapse maturation
by: Takeshi Kaizuka, et al.
Published: (2024)

Numerical study of synaptic behavior in amorphous HfO2-based ferroelectric-like FETs generated by voltage-driven ion migration
by: Cuesta-Lopez, Juan, et al.
Published: (2025)

Computational models of learning and synaptic plasticity
by: Tyulmankov, Danil
Published: (2024)

Freezing chaos without synaptic plasticity
by: Huang, Weizhong, et al.
Published: (2025)

Active Continual Learning with Metaplastic Binary Bayesian Neural Networks
by: Cottart, Kellian, et al.
Published: (2026)

Mitochondrial plasticity and synaptic plasticity crosstalk; in health and Alzheimer's disease
by: Fatemeh Sayehmiri, et al.
Published: (2024)

Brain-inspired polymer dendrite networks for morphology-dependent computing hardware
by: Corentin, Scholaert, et al.
Published: (2024)

Decoupling Electric Field and Temperature-Driven Atomistic Forming Mechanisms in TaOx/HfO2-Based ReRAMs using Reactive Molecular Dynamics Simulations
by: Lahkar, Simanta, et al.
Published: (2025)

Multi-timescale synaptic plasticity on analog neuromorphic hardware
by: Atoui, Amani, et al.
Published: (2024)

Memristive properties and synaptic plasticity in substituted pyridinium iodobismuthates
by: Abdi, Gisya, et al.
Published: (2025)

Advancements in the study of synaptic plasticity and mitochondrial autophagy relationship
by: Yousong Zhu, et al.
Published: (2024)

Ecology : individuals, populations and communities / Michael Begon, John L. Harper, Colin R. Townsend
by: Begon, Michael

Ecologia: individuos, poblaciones y comunidades / Michael Begon, John L. Harper, Colin R. Townsend; traductor, Miguel Riba Rovira, Raymond Salvador Civil
by: Begon, Michael
Published: (1999)

Ecology : individuals, populations and communities / Michael Begon, John L. Harper, Colin R. Townsend
by: Begon, Michael
Published: (1996)

Ecology : from individuals to ecosystems / Michael Begon, Colin Townsend
by: Begon, Michael
Published: (2006)

Ecología animal: modelos de cuantificación de poblaciones / Michael Begon; trad. Zulai Marcela Fuentes Ortega
by: Begon, Michael
Published: (1989)

Ecology : individuals, populations and communities [Recurso electrónico] / Michael Begon, John L. Harper, Colin R. Townsend
by: Begon, Michael

Ecología : individuos, poblaciones y comunidades // Michael Begon, John L. Harper, Colin R. Townsend ; traducido por Miquel Riba Rovira, Raymond Salvador Civil
by: Begon, Michael
Published: (1999)

Ecology : individuals, populations, and communities / Michael Begon, John L. Harper, Colin R. Townsend
by: Begon, Michael

Acute introduction of monomeric or multimeric α-synuclein induces distinct impacts on synaptic vesicle trafficking at lamprey giant synapses.
by: Román-Vendrell, Cristina, et al.
Published: (2025)

Acute introduction of monomeric or multimeric α‐synuclein induces distinct impacts on synaptic vesicle trafficking at lamprey giant synapses
by: Cristina Román‐Vendrell, et al.
Published: (2024)

Nodal Volumes as Differentiable Functionals of Gaussian fields
by: Peccati, Giovanni, et al.
Published: (2024)

Critical Points of Chi-Fields
by: Marinucci, Domenico, et al.
Published: (2024)

Expected Lipschitz-Killing curvatures for spin random fields and other non-isotropic fields
by: Pistolato, Francesca, et al.
Published: (2024)