Výsledky vyhledávání - "neuromorphic computing"

Implementing Holographic Reduced Representations for Spiking Neural Networks

Autoři: Sumanasena, Vidura de Silva, Daswin Osipov, Evgeny a další

Zdroj: IEEE Access. 13:116606-116620

Témata: Spiking neural networks (SNN), vector symbolic architecture (VSA), holographic reduced representations, neuromorphic computing, Dependable Communication and Computation Systems, Kommunikations- och beräkningssystem

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-114170
https://doi.org/10.1109/ACCESS.2025.3580582

Highly scalable hardware architecture for real-time execution of spiking neural networks applied to neural cognitive applications

Autoři: Vallejo Mancero, Bernardo Javier

Přispěvatelé: University/Department: Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica

Thesis Advisors: Madrenas Boadas, Jordi, Zapata Rodríguez, Mireya Patricia

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Spiking Neural Networks (SNN), Neuromorphic Computing, HEENS Architecture, Real-time Processing, FPGA Implementation, Synaptic Plasticity, Spiking neural models, Real-time sensor processing, Redes Neuronales de Impulsos (SNN), Computación Neuromórfica, Procesamiento en Tiempo Real, Implementación en FPGA, Plasticidad Sináptica, Modelos Neuronales de Impulsos, Procesamiento de Sensores en Tiempo Real, Xarxes Neuronals de POlsos (SNN), Computació Neuromòrfica, Arquitectura HEENS, Processament en Temps Real, Implementació en FPGA, Plasticitat Sinàptica, Models Neuronals de Polsos, Processament de Sensors en Temps Real, Àrees temàtiques de la UPC::Enginyeria electrònica, Àrees temàtiques de la UPC::Informàtica, 621.3 - Enginyeria elèctrica. Electrotècnia. Telecomunicacions, 004 - Informàtica

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/694228
https://dx.doi.org/10.5821/dissertation-2117-427834

Analog VLSI Implementation of Subthreshold Spiking Neural Networks and Its Application to Reservoir Computing

Autoři: Satoshi Moriya Masaya Ishikawa Satoshi Ono a další

Zdroj: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Témata: Neurons, Mathematical models, Spiking neural networks, Analog circuit, Transistors, Àrees temàtiques de la UPC::Enginyeria electrònica::Microelectrònica, Circuits, Information processing, Synapses, Spiking neural network, Neuromorphic computing, Power demand, Membrane potentials, Reservoir computing

Popis souboru: application/pdf

STDP-Trained Spiking Neural Network Reliability Assessment Through Fault Injections

Autoři: Jouni, Zalfa Stratigopoulos, Haralampos-G. Stratigopoulos, Haralampos

Přispěvatelé: Jouni, Zalfa Stratigopoulos, Haralampos-G. Stratigopoulos, Haralampos

Zdroj: 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS). :1-8

Témata: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Spiking neural networks, STDP Spike-Timing Dependant Plasticity, Neuromorphic computing, Fault injection analysis, Reliability, [INFO.INFO-IA] Computer Science [cs]/Computer Aided Engineering

Popis souboru: application/pdf

Přístupová URL adresa: https://hal.science/hal-05083335v1

Unsupervised Particle Tracking with Neuromorphic Computing

Autoři: Coradin, Emanuele Cufino, Fabio Khan, Awais a další

Zdroj: Particles. 8(2)

Témata: particle detectors, particle tracking, neuromorphic computing, unsupervised learning, spiking neural networks, genetic algorithms, Maskininlärning, Machine Learning

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-113926
https://doi.org/10.3390/particles8020040

Neuromorphic Readout for Hadron Calorimeters

Autoři: Lupi, Enrico Abhishek, NA Aehle, Max a další

Zdroj: Particles. 8(2)

Témata: machine learning, neuromorphic computing, calorimeter, particle detector, spiking neural networks, nanowire, III-V semiconductor nanowires, nanophotonics, Maskininlärning, Machine Learning

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-112583
https://doi.org/10.3390/particles8020052

Field-Induced Reversible Tuning of Oxygen Doping in High-Temperature Superconductors

Autoři: Fernández Rodríguez, Alejandro

Thesis Advisors: Palau Masoliver, Ana Maria, Mestres Andreu, Narcís

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Commutació resistiva, Conmutación resistiva, Resistive switching, Transició metall-aïllant, Transición metal-aislante, Metal-insulator transition, Computació neuromòrfica, Computación neuromórfica, Neuromorphic computing, Ciències Experimentals

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/675762

Efficient Solution Validation of Constraint Satisfaction Problems on Neuromorphic Hardware: The Case of Sudoku Puzzles

Autoři: Riccardo Pignari Vittorio Fra Enrico Macii a další

Zdroj: IEEE Transactions on Artificial Intelligence. 6:2061-2072

Témata: Constraint satisfaction problem, GeNN, neuromorphic computing, spiking neural network, SpiNNaker, sudoku

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/11583/2992746
https://ieeexplore.ieee.org/document/10887036
https://doi.org/10.1109/TAI.2025.3536428

Neural Evolutionary Architecture Search for Compact Printed Analog Neuromorphic Circuits

Autoři: Haibin Zhao Priyanjana Pal Michael Hefenbrock a další

Zdroj: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 44:2655-2668

Témata: ddc:004, neural architecture search, compact circuit design, machine learning, evolutionary algorithm, gradient-based, DATA processing & computer science, printed electronics, optimization, neuromorphic computing

Covariant spatio-temporal receptive fields for spiking neural networks

Autoři: Pedersen, Jens Conradt, Jörg Lindeberg, Tony

Témata: Scale-space theory, Neuromorphic computing, Computer vision

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-363281
https://doi.org/10.48550/arXiv.2405.00318

NEXUS: A 28nm 3.3pJ/SOP 16-Core Spiking Neural Network With a Diamond Topology for Real-Time Data Processing

Autoři: Maryam Sadeghi Yasser Rezaeiyan Dario Fernandez Khatiboun a další

Zdroj: Sadeghi, M, Rezaeiyan, Y, Fernández Khatiboun, D, Eissa, S, Corradi, F, Augustine, C & Moradi, F 2025, 'NEXUS : A 28nm 3.3pJ/SOP 16-Core Spiking Neural Network with a Diamond Topology for Real-Time Data Processing', IEEE Transactions on Biomedical Circuits and Systems, vol. 19, no. 3, pp. 523-535. https://doi.org/10.1109/TBCAS.2024.3452635

Témata: network on chip (NoC), Action Potentials/physiology, Neural Networks, biomedical signal processing, Equipment Design, neuromorphic computing, network on chip, Computer, congestion management, Computer-Assisted, spiking neural networks, Neuromorphic computing, Signal Processing, Humans, SDG 7 - Affordable and Clean Energy, spatio-temporal sparsity, spiking neural network (SNN), Neurons/physiology, SDG 7 – Betaalbare en schone energie

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39213266

Input-Triggered Hardware Trojan Attack on Spiking Neural Networks

Autoři: Raptis, Spyridon Kling, Paul Kaskampas, Ioannis a další

Přispěvatelé: Raptis, Spyridon Kling, Paul Kaskampas, Ioannis a další

Zdroj: Raptis, S, Kling, P, Kaskampas, I, Alouani, I & Stratigopoulos, H-G 2025, Input-triggered hardware trojan attack on spiking neural networks. in 2025 IEEE International Symposium on Hardware Oriented Security and Trust (HOST): Proceedings. 2025 IEEE International Symposium on Hardware Oriented Security and Trust (HOST): Proceedings, Institute of Electrical and Electronics Engineers Inc., 2025 IEEE International Symposium on Hardware Oriented Security and Trust (HOST), San Jose, United States, 06/05/2025. https://doi.org/10.1109/HOST64725.2025.11050044

Témata: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Spiking neural networks, neural network, Computer Science - Artificial Intelligence, [SPI.NANO] Engineering Sciences [physics]/Micro and nanotechnologies/Microelectronics, Computer Science - Neural and Evolutionary Computing, Hardware security and trust, Artificial Intelligence (cs.AI), hardware trojan, Neuromorphic computing, spiking neural networks, Hardware Trojans, Neural and Evolutionary Computing (cs.NE), [INFO.INFO-CR] Computer Science [cs]/Cryptography and Security [cs.CR]

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2503.21793
https://pure.qub.ac.uk/en/publications/5b73de6a-b6d9-4255-9b51-28cb5be3cf4e
https://hal.science/hal-04999625v1

Self-assembled 3D Interconnected Magnetic Nanowire Networks for Neuromorphic Computing

Autoři: Bhattacharya, Dhritiman Langton, Colin Rajib, Md Mahadi a další

Zdroj: ACS Applied Materials & Interfaces. 17(13)

Témata: Engineering, Nanotechnology, 1.1 Normal biological development and functioning, 3D nanomagnetism, nanowire networks, 3D informationstorage, neuromorphic computing, 3D information storage, Chemical Sciences, Nanoscience & Nanotechnology, Chemical sciences, Physical sciences

Popis souboru: application/pdf

Přístupová URL adresa: https://escholarship.org/uc/item/6b70r289
https://escholarship.org/content/qt6b70r289/qt6b70r289.pdf

Slow Electronics with Reservoir Computing

Přispěvatelé: Inoue, Isao H.

Témata: Open Access, Neuromorphic Computing, Edge Computing, Reservoir Computing, Slow Electronics, Spiking Neural Networks, Realtime Learning, Low-Frequency Signals, Computer hardware, Machine learning, Mathematical modelling, Neurosciences, Biomedical engineering

Popis souboru: application/pdf

Relation: Computer Science; Computer Science (R0)

Přístupová URL adresa: https://library.oapen.org/handle/20.500.12657/108718

IzhiRISC-V-a RISC-V-based Processor with Custom ISA Extension for Spiking Neuron Networks Processing with Izhikevich Neurons

Autoři: Szczerek, Wiktor Jan Podobas, Artur

Zdroj: Proceedings of the SC’25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. :1667-1675

Témata: RISC-V, ISA, spiking neural networks, neuromorphic computing

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-373252
https://doi.org/10.1145/3731599.3767529

Implementation of unsupervised learning mechanisms on OxRAM devices for neuromorphic computing applications

Autoři: Pedró Puig, Marta

Přispěvatelé: University/Department: Universitat Autònoma de Barcelona. Departament d'Enginyeria Electrònica

Thesis Advisors: Martín Martínez, Javier, Nafría i Maqueda, Montserrat

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Computació neuromòfica, Computación neuromórfica, Neuromorphic computing, Dispositius de commutació resistiva, Dispositivos de conmutación resistiva, Resistive switching deices, Aprenentatge no supervisat, Aprendizaje no supervisado, Unsupervised learning, Tecnologies

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/667894

Exploring Neuromorphic Paradigms in Softwarized Networks: A Preliminary Study

Autoři: J Simas, Arthur Esteve Rothenberg, Christian

Zdroj: 2025 IEEE 11th International Conference on Network Softwarization (NetSoft). :439-442

Témata: Spiking neural networks, WP.NW4, Neuromorphic computing, Cognitive network management, Softwarized networks

Enhanced Photoluminescence in a Neuromorphic 2D Memitter Based on WS2 via Plasmonic Nanoparticle Self-Assembly

Autoři: Federico Ferrarese Lupi Gianluca Milano Angelo Angelini a další

Zdroj: ACS Appl Mater Interfaces

Témata: 2D memitter, adaptive photoluminescence, block copolymers, neuromorphic computing, self-assembly, tungsten disulfide, Research Article

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/11696/86708
https://doi.org/10.1021/acsami.5c03059

All-Optical Inhibitory Dynamics by Backscattering With Unidirectional Injection-Locked Photonic Spiking Neuron

Autoři: Shengyao Zhou Bowen Ma Weiwen Zou

Zdroj: IEEE Photonics Journal, Vol 17, Iss 3, Pp 1-6 (2025)

Témata: optical injection locking, photonic spiking neuron, semiconductor ring laser, Neuromorphic computing, inhibitory dynamics, Applied optics. Photonics, QC350-467, Optics. Light, backscattering, TA1501-1820

Přístupová URL adresa: https://doaj.org/article/d71fd5d5e1304ec083a0b23b64bb60e0

Specialized cloud hardware for AI workloads: Current state and future directions

Autoři: Alex, Anish

Zdroj: World Journal of Advanced Research and Reviews. 26:3809-3816

Témata: Neuromorphic Computing, AI Infrastructure, Hardware Acceleration, Photonic Computing, Distributed Training