Cargando…

A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing

One of the main goals of neuromorphic computing is the implementation and design of systems capable of dynamic evolution with respect to their own experience. In biology, synaptic scaling is the homeostatic mechanism which controls the frequency of neural spikes within stable boundaries for improved...

Descripción completa

Detalles Bibliográficos
Autores principales:	Muñoz-Martin, Irene, Bianchi, Stefano, Hashemkhani, Shahin, Pedretti, Giacomo, Melnic, Octavian, Ielmini, Daniele
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8417123/ https://www.ncbi.nlm.nih.gov/pubmed/34489628 http://dx.doi.org/10.3389/fnins.2021.709053

Ejemplares similares

Bio-Inspired Techniques in a Fully Digital Approach for Lifelong Learning
por: Bianchi, Stefano, et al.
Publicado: (2020)

One-step regression and classification with cross-point resistive memory arrays
por: Sun, Zhong, et al.
Publicado: (2020)

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

A 2-transistor/1-resistor artificial synapse capable of communication and stochastic learning in neuromorphic systems
por: Wang, Zhongqiang, et al.
Publicado: (2015)

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
por: Pedretti, G., et al.
Publicado: (2017)

A CMOS–memristor hybrid system for implementing stochastic binary spike timing-dependent plasticity
por: Ahmadi-Farsani, Javad, et al.
Publicado: (2022)

Publisher Correction: Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
por: Pedretti, G., et al.
Publicado: (2018)

Towards a Bio-Inspired Real-Time Neuromorphic Cerebellum
por: Bogdan, Petruţ A., et al.
Publicado: (2021)

Leaf-inspired homeostatic cellulose biosensors
por: Kim, Ji-Yong, et al.
Publicado: (2021)

Neuromorphic Silicon Neuron Circuits
por: Indiveri, Giacomo, et al.
Publicado: (2011)

Neuromorphic Analog Implementation of Neural Engineering Framework-Inspired Spiking Neuron for High-Dimensional Representation
por: Hazan, Avi, et al.
Publicado: (2021)

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

Brain-inspired global-local learning incorporated with neuromorphic computing
por: Wu, Yujie, et al.
Publicado: (2022)

Tetrachromatic vision-inspired neuromorphic sensors with ultraweak ultraviolet detection
por: Jiang, Ting, et al.
Publicado: (2023)

Solving matrix equations in one step with cross-point resistive arrays
por: Sun, Zhong, et al.
Publicado: (2019)

Neuromorphic Stereo Vision: A Survey of Bio-Inspired Sensors and Algorithms
por: Steffen, Lea, et al.
Publicado: (2019)

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

Tailoring Transient-Amorphous States: Towards Fast and Power-Efficient Phase-Change Memory and Neuromorphic Computing
por: Lee, Tae Hoon, et al.
Publicado: (2014)

Editorial: Novel materials, devices and solutions for brain-inspired sensing and computing
por: Monzio Compagnoni, Christian, et al.
Publicado: (2022)

Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity
por: John, Rohit Abraham, et al.
Publicado: (2022)

Beyond LIF Neurons on Neuromorphic Hardware
por: Ward, Mollie, et al.
Publicado: (2022)

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

Skin-Inspired Flexible and Stretchable Electrospun Carbon Nanofiber Sensors for Neuromorphic Sensing
por: Sengupta, Debarun, et al.
Publicado: (2022)

Hybrid oxide brain-inspired neuromorphic devices for hardware implementation of artificial intelligence
por: Wang, Jingrui, et al.
Publicado: (2021)

Frontiers in Neuromorphic Engineering
por: Indiveri, Giacomo, et al.
Publicado: (2011)

Learning in energy-efficient neuromorphic computing
por: Zheng, Nan, et al.
Publicado: (2019)

Neuromorphic object localization using resistive memories and ultrasonic transducers
por: Moro, Filippo, et al.
Publicado: (2022)

Novel synaptic memory device for neuromorphic computing
por: Mandal, Saptarshi, et al.
Publicado: (2014)

Embodied neuromorphic intelligence
por: Bartolozzi, Chiara, et al.
Publicado: (2022)

A Neuromorphic Prosthesis to Restore Communication in Neuronal Networks
por: Buccelli, Stefano, et al.
Publicado: (2019)

Organizing Sequential Memory in a Neuromorphic Device Using Dynamic Neural Fields
por: Kreiser, Raphaela, et al.
Publicado: (2018)

Small-world topology is most efficient for homeostatic neuronal network repair
por: Steenbuck, Ines Derya, et al.
Publicado: (2011)

Engineering Spiking Neurons Using Threshold Switching Devices for High-Efficient Neuromorphic Computing
por: Ding, Yanting, et al.
Publicado: (2022)

Artificial homeostatic temperature regulation via bio-inspired feedback mechanisms
por: Feketa, Petro, et al.
Publicado: (2023)

Artificial Olfactory Neuron for an In‐Sensor Neuromorphic Nose
por: Han, Joon‐Kyu, et al.
Publicado: (2022)

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

Retina-inspired organic neuromorphic vision sensor with polarity modulation for decoding light information
por: Jiang, Ting, et al.
Publicado: (2023)

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses
por: Wang, Wei, et al.
Publicado: (2018)

An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories
por: Baroni, Andrea, et al.
Publicado: (2022)

Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses
por: Ambrogio, Stefano, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_curvhd9ncupvnergjdpa2e4dbd