Stacked NbOx-based selector and ZrOx-based resistive memory for high-density crossbar array applications
Resistive random-access memory (RRAM) is a promising candidate for next-generation
nonvolatile memory (NVM). Furthermore, RRAM is highly suitable for integration as a …
nonvolatile memory (NVM). Furthermore, RRAM is highly suitable for integration as a …
Impact of Non-Volatile Memory Cells on Spiking Neural Network Annealing Machine With In-Situ Synapse Processing
Solving constraint satisfaction problems (CSPs) is in high demand for various applications.
SNN serves as a competitive annealing machine that can solve the CSP more efficiently …
SNN serves as a competitive annealing machine that can solve the CSP more efficiently …
A TaOx-Based RRAM with Improved Uniformity and Excellent Analog Characteristics by Local Dopant Engineering
Y Qin, Z Wang, Y Ling, Y Cai, R Huang - Electronics, 2021 - mdpi.com
Resistive random-access memory (RRAM) with the ability to store and process information
has been considered to be one of the most promising emerging devices to emulate synaptic …
has been considered to be one of the most promising emerging devices to emulate synaptic …
Robust brain-inspired computing: On the reliability of spiking neural network using emerging non-volatile synapses
A spiking neural network (SNN) with non-volatile memory synapses can facilitate an ideal
analog approach with low power consumption for intelligent applications. However …
analog approach with low power consumption for intelligent applications. However …
CMOS-compatible wafer-scale Si subulate array for superb switching uniformity of RRAM with localized nanofilaments
Resistive switching random access memory (RRAM) is one of the most promising
candidates with high-density three-dimensional integration characteristics for next …
candidates with high-density three-dimensional integration characteristics for next …
Three-Dimensional Resistive Random-Access Memory Based on Stacked Double-Tip Silicon Nanowires for Neuromorphic Systems
WJ Lee, B Kim, M Koo, Y Kim - ACS Applied Electronic Materials, 2024 - ACS Publications
Resistive random-access memory (RRAM) has garnered attention as a synaptic device for
neuromorphic systems. However, RRAM typically suffers from various issues, such as a high …
neuromorphic systems. However, RRAM typically suffers from various issues, such as a high …
Uniform, fast, and reliable CMOS compatible resistive switching memory
Resistive switching random access memory (RRAM) is considered as one of the potential
candidates for next-generation memory. However, obtaining an RRAM device with …
candidates for next-generation memory. However, obtaining an RRAM device with …
[图书][B] 優化脈衝神經網絡推理: 架構設計與算法增強的協同方法
魏旻良 - 2024 - tdr.lib.ntu.edu.tw
摘要作為人工智能領域的一項重大進展, 脈衝神經網絡以其獨特且受大腦啟發的解題,
推理和推斷方法, 展現了巨大潛力. 這種潛力促使眾多組織和企業投入於算法和硬件設計的開發 …
推理和推斷方法, 展現了巨大潛力. 這種潛力促使眾多組織和企業投入於算法和硬件設計的開發 …
Improvement of RRAM Uniformity and Analog Characteristics Through Localized Metal Doping
In this work, the influence of localized metal ion doping on the uniformity and analog
behavior in TaOx-based RRAM is investigated. Experimental results show that Al ion local …
behavior in TaOx-based RRAM is investigated. Experimental results show that Al ion local …