Cover Image

Neuromorphic hardware for sustainable AI data centers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Vogginger, Bernhard, Rostami, Amirhossein, Jain, Vaibhav, Arfa, Sirine, Hantsch, Andreas, Kappel, David, Schäfer, Michael, Faltings, Ulrike, Gonzalez, Hector A., Liu, Chen, Mayr, Christian, Maaß, Wolfgang
Format:	Preprint
Published:	2024
Subjects:	Emerging Technologies Distributed, Parallel, and Cluster Computing Neural and Evolutionary Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Language Modeling on a SpiNNaker 2 Neuromorphic Chip
by: Nazeer, Khaleelulla Khan, et al.
Published: (2023)

SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
by: Gonzalez, Hector A., et al.
Published: (2024)

Event-based backpropagation on the neuromorphic platform SpiNNaker2
by: Béna, Gabriel, et al.
Published: (2024)

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

phys-MCP: A Control Plane for Heterogeneous Physical Neural Networks
by: Fischer, Stefan, et al.
Published: (2026)

The AI Shadow War: SaaS vs. Edge Computing Architectures
by: Marpu, Rhea Pritham, et al.
Published: (2025)

Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors
by: Çakal, Uğurcan, et al.
Published: (2023)

Neuromorphic Computing - An Overview
by: Jung, Benedikt, et al.
Published: (2025)

The hardware is the software
by: Laydevant, Jeremie, et al.
Published: (2023)

All-to-all reconfigurability with sparse and higher-order Ising machines
by: Nikhar, Srijan, et al.
Published: (2023)

Edge Intelligence with Spiking Neural Networks
by: Deng, Shuiguang, et al.
Published: (2025)

When Federated Learning Meets Quantum Computing: Survey and Research Opportunities
by: Mathur, Aakar, et al.
Published: (2025)

Hardware-Aware Fine-Tuning of Spiking Q-Networks on the SpiNNaker2 Neuromorphic Platform
by: Arfa, Sirine, et al.
Published: (2025)

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

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

NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware
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)

SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
by: Zhan, Qiugang, et al.
Published: (2024)

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

Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems
by: Saleh, Alaa, et al.
Published: (2026)

Physical Foundation Models: Fixed hardware implementations of large-scale neural networks
by: Wright, Logan G, et al.
Published: (2026)

DelGrad: Exact event-based gradients for training delays and weights on spiking neuromorphic hardware
by: Göltz, Julian, et al.
Published: (2024)

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

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

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

Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2
by: Huang, Jiaxin, et al.
Published: (2024)

Event-Based Simulation of Stochastic Memristive Devices for Neuromorphic Computing
by: El-Geresy, Waleed, et al.
Published: (2024)

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

Neuromorphic on-chip reservoir computing with spiking neural network architectures
by: Karki, Samip, 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)

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)

Laser Fault Injection in Memristor-Based Accelerators for AI/ML and Neuromorphic Computing
by: Rahman, Muhammad Faheemur, et al.
Published: (2025)

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

Neuromorphic Simulation of Drosophila Melanogaster Brain Connectome on Loihi 2
by: Wang, Felix, et al.
Published: (2025)

cuAPO: A CUDA-based Parallelization of Artificial Protozoa Optimizer
by: Soliya, Henish, et al.
Published: (2025)

Enhancing Celestial Imaging: High Dynamic Range with Neuromorphic Cameras
by: Yadav, Satyapreet Singh, et al.
Published: (2025)

Characterization of Off-wafer Pulse Communication in BrainScaleS Neuromorphic System
by: Vogginger, Bernhard, et al.
Published: (2026)

Neuromorphic Cameras in Astronomy: Unveiling the Future of Celestial Imaging Beyond Conventional Limits
by: Yadav, Satyapreet Singh, et al.
Published: (2025)

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

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