Analog Tunnel Memory Based on Programmable Metallization for Passive Neuromorphic Circuits.
Sign Up to like & getrecommendations! Published in 2022 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.2c14809
Abstract: Although experimental implementations of memristive crossbar arrays have indicated the potential of these networks for in-memory computing, their performance is generally limited by an intrinsic variability on the device level as a result of the… read more here.
Keywords: memory based; tunnel memory; neuromorphic circuits; memory ... See more keywords
A SPICE Model of Phase Change Memory for Neuromorphic Circuits
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DOI: 10.1109/access.2020.2995907
Abstract: A phase change memory (PCM) model suitable for neuromorphic circuit simulations is developed. A crystallization ratio module is used to track the memory state in the SET process, and an active region radius module is… read more here.
Keywords: change memory; memory; neuromorphic circuits; model ... See more keywords
Low-Voltage Implementation of Neuromorphic Circuits for a Spike-Based Learning Control Module
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DOI: 10.1109/access.2021.3139387
Abstract: Recent brain emulation engines have been configured using thousands of neurons and billions of synapses. These components make a significant impact on the whole system in terms of power consumption and silicon area. In this… read more here.
Keywords: neuromorphic circuits; control module; learning control; voltage ... See more keywords
Modular Modeling of Analog Organic Neuromorphic Circuits: Toward Prototyping of Hardware-Level Spiking Neural Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3226163
Abstract: This work proposes a novel modeling approach for analog organic circuits using very simple to customize circuit topology and parameters of individual p- and n-type organic field effect transistors (OFETs). Aided with the combination of… read more here.
Keywords: organic neuromorphic; analog organic; circuit; neuromorphic circuits ... See more keywords
Memristors for Neuromorphic Circuits and Artificial Intelligence Applications
Sign Up to like & getrecommendations! Published in 2020 at "Materials"
DOI: 10.3390/ma13040938
Abstract: Artificial Intelligence has found many applications in the last decade due to increased computing power. Artificial Neural Networks are inspired in the brain structure and consist in the interconnection of artificial neurons through artificial synapses… read more here.
Keywords: neural networks; unsupervised learning; neuromorphic circuits; artificial intelligence ... See more keywords