Event-Based Simulation of Stochastic Memristive Devices for Neuromorphic Computing
Fuente:
arXiv
Saved in:
| Main Authors: | El-Geresy, Waleed, Papavassiliou, Christos, Gündüz, Deniz |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Energy-Information Trade-Off in Self-Directed Channel Memristors
by: El-Geresy, Waleed, et al.
Published: (2025)
by: El-Geresy, Waleed, et al.
Published: (2025)
State Characterisation of Self-Directed Channel Memristive Devices
by: Hajtó, Dániel, et al.
Published: (2025)
by: Hajtó, Dániel, et al.
Published: (2025)
Energy-Constrained Information Storage on Memristive Devices in the Presence of Resistive Drift
by: El-Geresy, Waleed, et al.
Published: (2024)
by: El-Geresy, Waleed, et al.
Published: (2024)
Voltage-Controlled Magnetoelectric Devices for Neuromorphic Diffusion Process
by: Cheng, Yang, et al.
Published: (2024)
by: Cheng, Yang, et al.
Published: (2024)
Neuromorphic Computing - An Overview
by: Jung, Benedikt, et al.
Published: (2025)
by: Jung, Benedikt, et al.
Published: (2025)
Delay Conditioned Generative Modelling of Resistive Drift in Memristors
by: El-Geresy, Waleed, et al.
Published: (2024)
by: El-Geresy, Waleed, et al.
Published: (2024)
Exploring Structural Nonlinearity in Binary Polariton-Based Neuromorphic Architectures
by: Sedov, Evgeny, et al.
Published: (2024)
by: Sedov, Evgeny, et al.
Published: (2024)
Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method
by: Prajapati, Santlal, et al.
Published: (2025)
by: Prajapati, Santlal, et al.
Published: (2025)
Preprocessing Methods for Memristive Reservoir Computing for Image Recognition
by: Daniels, Rishona, et al.
Published: (2025)
by: Daniels, Rishona, et al.
Published: (2025)
ViT-LCA: A Neuromorphic Approach for Vision Transformers
by: Takaghaj, Sanaz Mahmoodi
Published: (2024)
by: Takaghaj, Sanaz Mahmoodi
Published: (2024)
A Compact Gated-Synapse Model for Neuromorphic Circuits
by: Jones, Alexander, et al.
Published: (2020)
by: Jones, Alexander, et al.
Published: (2020)
Measurement-driven neural-network training for integrated magnetic tunnel junction arrays
by: Borders, William A., et al.
Published: (2023)
by: Borders, William A., et al.
Published: (2023)
Blending Optimal Control and Biologically Plausible Learning for Noise-Robust Physical Neural Networks
by: Sunada, Satoshi, et al.
Published: (2025)
by: Sunada, Satoshi, et al.
Published: (2025)
NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware
by: Pande, Shubham, et al.
Published: (2024)
by: Pande, Shubham, et al.
Published: (2024)
Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree
by: Chong, Yee Hin, et al.
Published: (2025)
by: Chong, Yee Hin, et al.
Published: (2025)
Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits
by: Yoo, S. J. Ben, et al.
Published: (2024)
by: Yoo, S. J. Ben, et al.
Published: (2024)
Laser Fault Injection in Memristor-Based Accelerators for AI/ML and Neuromorphic Computing
by: Rahman, Muhammad Faheemur, et al.
Published: (2025)
by: Rahman, Muhammad Faheemur, et al.
Published: (2025)
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
by: Gonzalez, Hector A., et al.
Published: (2024)
by: Gonzalez, Hector A., et al.
Published: (2024)
SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing
by: Hejda, Matěj, et al.
Published: (2025)
by: Hejda, Matěj, et al.
Published: (2025)
Optical Transformers
by: Anderson, Maxwell G., et al.
Published: (2023)
by: Anderson, Maxwell G., et al.
Published: (2023)
Neuromorphic quadratic programming for efficient and scalable model predictive control
by: Mangalore, Ashish Rao, et al.
Published: (2024)
by: Mangalore, Ashish Rao, et al.
Published: (2024)
Computing with Living Neurons: Chaos-Controlled Reservoir Computing with Knowledge Transplant
by: Kim, Seung Hyun, et al.
Published: (2026)
by: Kim, Seung Hyun, et al.
Published: (2026)
Synthetic Biology meets Neuromorphic Computing: Towards a bio-inspired Olfactory Perception System
by: Max, Kevin, et al.
Published: (2025)
by: Max, Kevin, et al.
Published: (2025)
Beyond Silicon: Materials, Mechanisms, and Methods for Physical Neural Computing
by: Fischer, Stefan, et al.
Published: (2026)
by: Fischer, Stefan, et al.
Published: (2026)
Neuromorphic Event-Driven Semantic Communication in Microgrids
by: Diao, Xiaoguang, et al.
Published: (2024)
by: Diao, Xiaoguang, et al.
Published: (2024)
On Noise Resiliency of Neuromorphic Inferential Communication in Microgrids
by: Song, Yubo, et al.
Published: (2024)
by: Song, Yubo, et al.
Published: (2024)
Contrastive Learning in Memristor-based Neuromorphic Systems
by: Merkel, Cory, et al.
Published: (2024)
by: Merkel, Cory, et al.
Published: (2024)
Noise-Aware Training of Neuromorphic Dynamic Device Networks
by: Manneschi, Luca, et al.
Published: (2024)
by: Manneschi, Luca, et al.
Published: (2024)
Deep Neuromorphic Networks with Superconducting Single Flux Quanta
by: Krylov, Gleb, et al.
Published: (2023)
by: Krylov, Gleb, et al.
Published: (2023)
Mem-elements based Neuromorphic Hardware for Neural Network Application
by: Singh, Ankur
Published: (2024)
by: Singh, Ankur
Published: (2024)
Neuromorphic on-chip reservoir computing with spiking neural network architectures
by: Karki, Samip, et al.
Published: (2024)
by: Karki, Samip, et al.
Published: (2024)
Memristor-Based Spiking Neural Network Accelerator for Bio-inspired Interception Task
by: Qu, Qianhou, et al.
Published: (2026)
by: Qu, Qianhou, et al.
Published: (2026)
Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors
by: Çakal, Uğurcan, et al.
Published: (2023)
by: Çakal, Uğurcan, et al.
Published: (2023)
Real-Time State Modulation and Acquisition Circuit in Neuromorphic Memristive Systems
by: Wang, Shengbo, et al.
Published: (2024)
by: Wang, Shengbo, et al.
Published: (2024)
Autonomous Learning of Attractors for Neuromorphic Computing with Wien Bridge Oscillator Networks
by: Acker, Riley, et al.
Published: (2025)
by: Acker, Riley, et al.
Published: (2025)
A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network
by: Brand, Dean, et al.
Published: (2024)
by: Brand, Dean, et al.
Published: (2024)
A spiking photonic neural network of 40.000 neurons, trained with rank-order coding for leveraging sparsity
by: Talukder, Ria, et al.
Published: (2024)
by: Talukder, Ria, et al.
Published: (2024)
Haptic in-sensor computing device made of carbon nanotube-polydimethylsiloxane nanocomposites
by: Kimizuka, Kouki, et al.
Published: (2024)
by: Kimizuka, Kouki, et al.
Published: (2024)
Biologically-Informed Excitatory and Inhibitory Balance for Robust Spiking Neural Network Training
by: Kilgore, Joseph A., et al.
Published: (2024)
by: Kilgore, Joseph A., et al.
Published: (2024)
The Reliability Issue in ReRam-based CIM Architecture for SNN: A Survey
by: Chen, Wei-Ting
Published: (2024)
by: Chen, Wei-Ting
Published: (2024)
Similar Items
-
Energy-Information Trade-Off in Self-Directed Channel Memristors
by: El-Geresy, Waleed, et al.
Published: (2025) -
State Characterisation of Self-Directed Channel Memristive Devices
by: Hajtó, Dániel, et al.
Published: (2025) -
Energy-Constrained Information Storage on Memristive Devices in the Presence of Resistive Drift
by: El-Geresy, Waleed, et al.
Published: (2024) -
Voltage-Controlled Magnetoelectric Devices for Neuromorphic Diffusion Process
by: Cheng, Yang, et al.
Published: (2024) -
Neuromorphic Computing - An Overview
by: Jung, Benedikt, et al.
Published: (2025)