Copertina

An Integrated Toolbox for Creating Neuromorphic Edge Applications

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Niedermeier, Lars, Krichmar, Jeffrey L.
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Neural and Evolutionary Computing Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A Multi-Threading Kernel for Enabling Neuromorphic Edge Applications
di: Niedermeier, Lars, et al.
Pubblicazione: (2025)

Full Feature Spiking Neural Network Simulation on Micro-Controllers for Neuromorphic Applications at the Edge
di: Niedermeier, L., et al.
Pubblicazione: (2026)

Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
di: Stewart, Kenneth, et al.
Pubblicazione: (2024)

Application of Machine Learning for Correcting Defect-induced Neuromorphic Circuit Inference Errors
di: Sawal, Vedant, et al.
Pubblicazione: (2025)

NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing
di: Walters, Ben, et al.
Pubblicazione: (2025)

Emerging NeoHebbian Dynamics in Forward-Forward Learning: Implications for Neuromorphic Computing
di: Terres-Escudero, Erik B., et al.
Pubblicazione: (2024)

Distributed Representations Enable Robust Multi-Timescale Symbolic Computation in Neuromorphic Hardware
di: Cotteret, Madison, et al.
Pubblicazione: (2024)

Word2Spike: Poisson Rate Coding for Associative Memories and Neuromorphic Algorithms
di: Kalra, Archit, et al.
Pubblicazione: (2025)

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

Continual Learning with Neuromorphic Computing: Foundations, Methods, and Emerging Applications
di: Minhas, Mishal Fatima, et al.
Pubblicazione: (2024)

Intelligence at the Edge of Chaos
di: Zhang, Shiyang, et al.
Pubblicazione: (2024)

NEXUS: Bit-Exact ANN-to-SNN Equivalence via Neuromorphic Gate Circuits with Surrogate-Free Training
di: Tang, Zhengzheng
Pubblicazione: (2026)

Neuromorphic-based metaheuristics: A new generation of low power, low latency and small footprint optimization algorithms
di: Talbi, El-ghazali
Pubblicazione: (2025)

Deployment Pipeline from Rockpool to Xylo for Edge Computing
di: Zhou, Peng, et al.
Pubblicazione: (2024)

Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing
di: Chakraborty, Biswadeep, et al.
Pubblicazione: (2024)

Adaptive Spiking with Plasticity for Energy Aware Neuromorphic Systems
di: Calle-Ortiz, Eduardo, et al.
Pubblicazione: (2025)

Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms
di: van Stein, Niki, et al.
Pubblicazione: (2025)

Neuromorphic dreaming: A pathway to efficient learning in artificial agents
di: Blakowski, Ingo, et al.
Pubblicazione: (2024)

Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
di: Mukherji, Rishav, et al.
Pubblicazione: (2024)

Modality-Dependent Memory Mechanisms in Cross-Modal Neuromorphic Computing
di: Blessing, Effiong, et al.
Pubblicazione: (2025)

NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI
di: Ahmed, Soyed Tuhin, et al.
Pubblicazione: (2024)

Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
di: Xiao, Mingqing, et al.
Pubblicazione: (2024)

CLANE: Continual Learning of Actions on Neuromorphic Hardware from Event Cameras
di: Hajizada, Elvin, et al.
Pubblicazione: (2026)

Neuromorphic Continual Learning for Sequential Deployment of Nuclear Plant Monitoring Systems
di: Roy, Samrendra, et al.
Pubblicazione: (2026)

Application of the Brain Drain Optimization Algorithm to the N-Queens Problem
di: Jolfaei, Sahar Ramezani, et al.
Pubblicazione: (2025)

DA-LIF: Dual Adaptive Leaky Integrate-and-Fire Model for Deep Spiking Neural Networks
di: Zhang, Tianqing, et al.
Pubblicazione: (2025)

TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering
di: Vellaisamy, Prabhu, et al.
Pubblicazione: (2024)

Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures
di: Sanaullah, et al.
Pubblicazione: (2024)

A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems
di: Osaba, Eneko, et al.
Pubblicazione: (2024)

Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
di: Schöne, Mark, et al.
Pubblicazione: (2024)

Inferring Ingrained Remote Information in AC Power Flows Using Neuromorphic Modality Regime
di: Diao, Xiaoguang, et al.
Pubblicazione: (2024)

Bilinear Fuzzy Genetic Algorithm and Its Application on the Optimum Design of Steel Structures with Semi-rigid Connections
di: Farahmand-Tabar, Salar, et al.
Pubblicazione: (2024)

Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems
di: Putra, Rachmad Vidya Wicaksana, et al.
Pubblicazione: (2025)

Performance and Explainability Requirements of Evolutionary Algorithms in Real-World Physics-Informed Optimization
di: Stegherr, Helena, et al.
Pubblicazione: (2026)

Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems
di: Minhas, Mishal Fatima, et al.
Pubblicazione: (2025)

Subfunction Structure Matters: A New Perspective on Local Optima Networks
di: Thomson, S. L., et al.
Pubblicazione: (2025)

Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey
di: Acharya, Kamal, et al.
Pubblicazione: (2025)

Evolving Self-Assembling Neural Networks: From Spontaneous Activity to Experience-Dependent Learning
di: Plantec, Erwan, et al.
Pubblicazione: (2024)

On Accelerating Edge AI: Optimizing Resource-Constrained Environments
di: Sander, Jacob, et al.
Pubblicazione: (2025)

Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack
di: Putra, Rachmad Vidya Wicaksana, et al.
Pubblicazione: (2024)