Cargando…

Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Networks

We have calculated key characteristics of associative (content-addressable) spatial-temporal memories based on neuromorphic networks with restricted connectivity—“CrossNets.” Such networks may be naturally implemented in nanoelectronic hardware using hybrid memristive circuits, which may feature ext...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gavrilov, Dmitri, Strukov, Dmitri, Likharev, Konstantin K.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2018
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5883079/ https://www.ncbi.nlm.nih.gov/pubmed/29643761 http://dx.doi.org/10.3389/fnins.2018.00195

Ejemplares similares

Noise and Memristance Variation Tolerance of Single Crossbar Architectures for Neuromorphic Image Recognition
por: Le, Minh, et al.
Publicado: (2021)

Self-Powered Memristive Systems for Storage and Neuromorphic Computing
por: Shi, Jiajuan, et al.
Publicado: (2021)

Generalized reconfigurable memristive dynamical system (MDS) for neuromorphic applications
por: Bavandpour, Mohammad, et al.
Publicado: (2015)

Neuromorphic computing with multi-memristive synapses
por: Boybat, Irem, et al.
Publicado: (2018)

Memristive and CMOS Devices for Neuromorphic Computing
por: Milo, Valerio, et al.
Publicado: (2020)

Memristive Artificial Synapses for Neuromorphic Computing
por: Huang, Wen, et al.
Publicado: (2021)

Pavlovian conditioning demonstrated with neuromorphic memristive devices
por: Tan, Zheng-Hua, et al.
Publicado: (2017)

Emerging memristive neurons for neuromorphic computing and sensing
por: Li, Zhiyuan, et al.
Publicado: (2023)

Graphene memristive synapses for high precision neuromorphic computing
por: Schranghamer, Thomas F., et al.
Publicado: (2020)

Challenges hindering memristive neuromorphic hardware from going mainstream
por: Adam, Gina C., et al.
Publicado: (2018)

Combinatorial optimization by weight annealing in memristive hopfield networks
por: Fahimi, Z., et al.
Publicado: (2021)

TiN/Ti/HfO(2)/TiN memristive devices for neuromorphic computing: from synaptic plasticity to stochastic resonance
por: Maldonado, David, et al.
Publicado: (2023)

Evidence of soft bound behaviour in analogue memristive devices for neuromorphic computing
por: Frascaroli, Jacopo, et al.
Publicado: (2018)

Parylene Based Memristive Devices with Multilevel Resistive Switching for Neuromorphic Applications
por: Minnekhanov, Anton A., et al.
Publicado: (2019)

Noise Tailoring in Memristive Filaments
por: Sánta, Botond, et al.
Publicado: (2021)

Neuromorphic-P(2)M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors
por: Kaiser, Md Abdullah-Al, et al.
Publicado: (2023)

Memristive and neuromorphic behavior in a Li(x)CoO(2) nanobattery
por: Mai, V. H., et al.
Publicado: (2015)

Interplay of multiple synaptic plasticity features in filamentary memristive devices for neuromorphic computing
por: La Barbera, Selina, et al.
Publicado: (2016)

A New Approach to the Fabrication of Memristive Neuromorphic Devices: Compositionally Graded Films
por: Yoon, Jong-Gul
Publicado: (2020)

Memristive Devices Based on Two-Dimensional Transition Metal Chalcogenides for Neuromorphic Computing
por: Kwon, Ki Chang, et al.
Publicado: (2022)

Approaches for Memristive Structures Using Scratching Probe Nanolithography: Towards Neuromorphic Applications
por: Tominov, Roman V., et al.
Publicado: (2023)

Memristive Izhikevich Spiking Neuron Model and Its Application in Oscillatory Associative Memory
por: Fang, Xiaoyan, et al.
Publicado: (2022)

Self-limited single nanowire systems combining all-in-one memristive and neuromorphic functionalities
por: Milano, Gianluca, et al.
Publicado: (2018)

Neuromorphic on-chip recognition of saliva samples of COPD and healthy controls using memristive devices
por: Zarrin, Pouya Soltani, et al.
Publicado: (2020)

Correction to: Memristive Devices Based on Two-Dimensional Transition Metal Chalcogenides for Neuromorphic Computing
por: Kwon, Ki Chang, et al.
Publicado: (2022)

Plasticity in memristive devices for spiking neural networks
por: Saïghi, Sylvain, et al.
Publicado: (2015)

Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain
por: Iyer, Laxmi R., et al.
Publicado: (2021)

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
por: Bayat, F. Merrikh, et al.
Publicado: (2018)

Robust Working Memory in an Asynchronously Spiking Neural Network Realized with Neuromorphic VLSI
por: Giulioni, Massimiliano, et al.
Publicado: (2012)

Efficient Synapse Memory Structure for Reconfigurable Digital Neuromorphic Hardware
por: Kim, Jinseok, et al.
Publicado: (2018)

Binary Associative Memories as a Benchmark for Spiking Neuromorphic Hardware
por: Stöckel, Andreas, et al.
Publicado: (2017)

Discrimination of Dynamic Tactile Contact by Temporally Precise Event Sensing in Spiking Neuromorphic Networks
por: Lee, Wang Wei, et al.
Publicado: (2017)

Multi-Terminal Nonwoven Stochastic Memristive Devices Based on Polyamide-6 and Polyaniline for Neuromorphic Computing
por: Prudnikov, Nikita, et al.
Publicado: (2023)

Signal and noise extraction from analog memory elements for neuromorphic computing
por: Gong, N., et al.
Publicado: (2018)

Analog memristive synapse based on topotactic phase transition for high-performance neuromorphic computing and neural network pruning
por: Mou, Xing, et al.
Publicado: (2021)

Hierarchical Chunking of Sequential Memory on Neuromorphic Architecture with Reduced Synaptic Plasticity
por: Li, Guoqi, et al.
Publicado: (2016)

Synaptic Delays for Insect-Inspired Temporal Feature Detection in Dynamic Neuromorphic Processors
por: Sandin, Fredrik, et al.
Publicado: (2020)

Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning
por: Covi, Erika, et al.
Publicado: (2016)

Toward Reflective Spiking Neural Networks Exploiting Memristive Devices
por: Makarov, Valeri A., et al.
Publicado: (2022)

Topological Properties of Neuromorphic Nanowire Networks
por: Loeffler, Alon, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_0tlishioptaeopdoli4ioqm4fe