Copertina

Attention via Synaptic Plasticity is All You Need: A Biologically Inspired Spiking Neuromorphic Transformer

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Mondal, Kallol, Kumar, Ankush
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Neural and Evolutionary Computing Artificial Intelligence Computer Vision and Pattern Recognition Emerging Technologies Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet
di: Kabir, Radib Bin, et al.
Pubblicazione: (2026)

Stochastic Spiking Neuron Based SNN Can be Inherently Bayesian
di: Zheng, Huannan, et al.
Pubblicazione: (2026)

Live Demonstration: Neuromorphic Radar for Gesture Recognition
di: Yadav, Satyapreet Singh, et al.
Pubblicazione: (2025)

Comparing Quantum Annealing and Spiking Neuromorphic Computing for Sampling Binary Sparse Coding QUBO Problems
di: Henke, Kyle, et al.
Pubblicazione: (2024)

Towards efficient keyword spotting using spike-based time difference encoders
di: Pequeño-Zurro, Alejandro, et al.
Pubblicazione: (2025)

Physics-driven human-like working memory outperforms digital networks in dynamic vision
di: Liu, Jingli, et al.
Pubblicazione: (2025)

ViT-LCA: A Neuromorphic Approach for Vision Transformers
di: Takaghaj, Sanaz Mahmoodi
Pubblicazione: (2024)

State-of-the-Art Transformer Models for Image Super-Resolution: Techniques, Challenges, and Applications
di: Dutta, Debasish, et al.
Pubblicazione: (2025)

Biologically-Informed Excitatory and Inhibitory Balance for Robust Spiking Neural Network Training
di: Kilgore, Joseph A., et al.
Pubblicazione: (2024)

To Spike or Not to Spike, that is the Question
di: Takaghaj, Sanaz Mahmoodi, et al.
Pubblicazione: (2024)

Neuromorphic Computing - An Overview
di: Jung, Benedikt, et al.
Pubblicazione: (2025)

Mem-elements based Neuromorphic Hardware for Neural Network Application
di: Singh, Ankur
Pubblicazione: (2024)

Towards Efficient Formal Verification of Spiking Neural Network
di: Seong, Baekryun, et al.
Pubblicazione: (2024)

A Compact Gated-Synapse Model for Neuromorphic Circuits
di: Jones, Alexander, et al.
Pubblicazione: (2020)

SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing
di: Hejda, Matěj, et al.
Pubblicazione: (2025)

Self-Contrastive Forward-Forward Algorithm
di: Chen, Xing, et al.
Pubblicazione: (2024)

Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI
di: Thind, Parampuneet Kaur, et al.
Pubblicazione: (2026)

NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware
di: Pande, Shubham, et al.
Pubblicazione: (2024)

Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree
di: Chong, Yee Hin, et al.
Pubblicazione: (2025)

TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking
di: Kosta, Adarsh Kumar, et al.
Pubblicazione: (2025)

HOMI: Ultra-Fast EdgeAI platform for Event Cameras
di: H, Shankaranarayanan, et al.
Pubblicazione: (2025)

EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision
di: Yang, Yufeng, et al.
Pubblicazione: (2024)

Memristor-Based Spiking Neural Network Accelerator for Bio-inspired Interception Task
di: Qu, Qianhou, et al.
Pubblicazione: (2026)

Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method
di: Prajapati, Santlal, et al.
Pubblicazione: (2025)

Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware
di: Karamuftuoglu, Mustafa Altay, et al.
Pubblicazione: (2024)

Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
di: Yao, Man, et al.
Pubblicazione: (2024)

Synthetic Biology meets Neuromorphic Computing: Towards a bio-inspired Olfactory Perception System
di: Max, Kevin, et al.
Pubblicazione: (2025)

Neuromorphic quadratic programming for efficient and scalable model predictive control
di: Mangalore, Ashish Rao, et al.
Pubblicazione: (2024)

FEDORA: Flying Event Dataset fOr Reactive behAvior
di: Joshi, Amogh, et al.
Pubblicazione: (2023)

RMAAT: Astrocyte-Inspired Memory Compression and Replay for Efficient Long-Context Transformers
di: Mia, Md Zesun Ahmed, et al.
Pubblicazione: (2026)

Neuromorphic Cybersecurity with Semi-supervised Lifelong Learning
di: Mia, Md Zesun Ahmed, et al.
Pubblicazione: (2025)

Neuromorphic Event-Driven Semantic Communication in Microgrids
di: Diao, Xiaoguang, et al.
Pubblicazione: (2024)

Noise-Aware Training of Neuromorphic Dynamic Device Networks
di: Manneschi, Luca, et al.
Pubblicazione: (2024)

Neuromorphic Programming: Emerging Directions for Brain-Inspired Hardware
di: Abreu, Steven, et al.
Pubblicazione: (2024)

Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics
di: D'Agostino, Simone, et al.
Pubblicazione: (2025)

Spike-based Neuromorphic Computing for Next-Generation Computer Vision
di: Hasan, Md Sakib, et al.
Pubblicazione: (2023)

Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits
di: Yoo, S. J. Ben, et al.
Pubblicazione: (2024)

On Noise Resiliency of Neuromorphic Inferential Communication in Microgrids
di: Song, Yubo, et al.
Pubblicazione: (2024)

Contrastive Learning in Memristor-based Neuromorphic Systems
di: Merkel, Cory, et al.
Pubblicazione: (2024)

Deep Neuromorphic Networks with Superconducting Single Flux Quanta
di: Krylov, Gleb, et al.
Pubblicazione: (2023)