Zobrazeno 1 - 10
of 2 767
pro vyhledávání: '"In-memory computing"'
Autor:
Jinglin Sun, Qilai Chen, Fei Fan, Zeyulin Zhang, Tingting Han, Zhilong He, Zhixin Wu, Zhe Yu, Pingqi Gao, Dazheng Chen, Bin Zhang, Gang Liu
Publikováno v:
Fundamental Research, Vol 4, Iss 6, Pp 1666-1673 (2024)
The hierarchically coordinated processing of visual information with the data degradation characteristic embodies the energy consumption minimization and signal transmission efficiency maximization of brain activities. This inspires machine vision to
Externí odkaz:
https://doaj.org/article/2d9b54a94f704373bc93ac1f9c45b517
Publikováno v:
Small Science, Vol 4, Iss 12, Pp n/a-n/a (2024)
This review delves into the advancements in optoelectronic logic gate (OELG) devices, emphasizing their transformative potential in computational technology through the integration of optical and electronic components. OELGs present significant advan
Externí odkaz:
https://doaj.org/article/d88c47d7bc304c29abfc24e0152102c1
Publikováno v:
Engineering Reports, Vol 6, Iss 11, Pp n/a-n/a (2024)
Abstract This article introduces an innovative non‐volatile associative memory (AM) that leverages spintronic synapses, employing magnetic tunnel junctions (MTJ) in conjunction with neurons constructed using carbon nanotube field‐effect transisto
Externí odkaz:
https://doaj.org/article/0a6cdcb044df44778848f407641869cb
Publikováno v:
Frontiers in Artificial Intelligence, Vol 7 (2024)
In-memory computing (IMC) with non-volatile memories (NVMs) has emerged as a promising approach to address the rapidly growing computational demands of Deep Neural Networks (DNNs). Mapping DNN layers spatially onto NVM-based IMC accelerators achieves
Externí odkaz:
https://doaj.org/article/c7e96859d51e449fb0a70648eeac127d
Publikováno v:
Nano-Micro Letters, Vol 16, Iss 1, Pp 1-31 (2024)
Highlights Ferroelectricity and domain dynamics of emerging ferroelectric AlScN films were discussed. The performance optimization of ferroelectric AlScN films grown by different deposition techniques was comprehensively analyzed. The challenges and
Externí odkaz:
https://doaj.org/article/68e25f72ec32451196919a0ff7cabbdd
Publikováno v:
Advanced Electronic Materials, Vol 10, Iss 7, Pp n/a-n/a (2024)
Abstract In‐memory computing significantly reduces workload and energy cost of data access in the traditional von Neumann computing architecture. Using various memristors, stateful logic is developed to realize in‐memory computing. However, memri
Externí odkaz:
https://doaj.org/article/93b9535a7c8c4f7ebc1d366e3fe1c01e
Publikováno v:
Advanced Electronic Materials, Vol 10, Iss 7, Pp n/a-n/a (2024)
Abstract Low‐power nonvolatile memories operating down to deep cryogenic temperatures are important for a large spectrum of applications from high‐performance computing, electronics interfacing quantum computing hardware to space‐based electron
Externí odkaz:
https://doaj.org/article/e47c65e525c34c9abdc9b9aa6605e1d2
Publikováno v:
Nano Convergence, Vol 11, Iss 1, Pp 1-24 (2024)
Abstract Artificial neural networks (ANNs), inspired by the human brain's network of neurons and synapses, enable computing machines and systems to execute cognitive tasks, thus embodying artificial intelligence (AI). Since the performance of ANNs ge
Externí odkaz:
https://doaj.org/article/138be585c4b34ab4843fdedcd4bd9cea
Publikováno v:
Nano-Micro Letters, Vol 16, Iss 1, Pp 1-30 (2024)
Highlights State-of-the-art research on two-dimensional material-based memristive arrays is comprehensively reviewed. Critical steps in achieving in-memory computing are identified and highlighted, covering material selection, device performance anal
Externí odkaz:
https://doaj.org/article/13b93b7e33cb4db2bed9d73fb09400b5
Publikováno v:
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 10, Pp 135-143 (2024)
Conventional computing methods struggle with the exponentially increasing demand for computational power, caused by applications including image processing and machine learning (ML). Novel computing paradigms such as in-memory computing (IMC) and app
Externí odkaz:
https://doaj.org/article/b83acae63e50436880ddfe2fa22d4478