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Monolithic three-dimensional integration of RRAM-based hybrid memory architecture for one-shot learning
In this work, we report the monolithic three-dimensional integration (M3D) of hybrid memory
architecture based on resistive random-access memory (RRAM), named M3D-LIME. The …
architecture based on resistive random-access memory (RRAM), named M3D-LIME. The …
Achieving software-equivalent accuracy for hyperdimensional computing with ferroelectric-based in-memory computing
Hyperdimensional computing (HDC) is a brain-inspired computational framework that relies
on long hypervectors (HVs) for learning. In HDC, computational operations consist of simple …
on long hypervectors (HVs) for learning. In HDC, computational operations consist of simple …
A reconfigurable fefet content addressable memory for multi-state hamming distance
Pattern searches, a key operation in many data analytic applications, often deal with data
represented by multiple states per dimension. However, hash tables, a common software …
represented by multiple states per dimension. However, hash tables, a common software …
Monolithic 3D integration as a pathway to energy-efficient computing and beyond: From materials and devices to architectures and chips
As emerging technologies like artificial intelligence (AI) and big data continue to evolve, the
demand for high-performance computing (HPC) has been increasing, driving the …
demand for high-performance computing (HPC) has been increasing, driving the …
A multi-bit CAM design with ultra-high density and energy efficiency based on FeFET NAND
C **, J Xu, J Zhao, J Gu, J Chen, H Liu… - IEEE Electron …, 2023 - ieeexplore.ieee.org
We have proposed and experimentally demonstrated a novel multi-bit content addressable
memory (CAM) cell based on two series connected ferroelectric FETs (FeFETs). Thanks to …
memory (CAM) cell based on two series connected ferroelectric FETs (FeFETs). Thanks to …
A novel small-signal ferroelectric capacitance-based content addressable memory for area-and energy-efficient lifelong learning
In this work, for the first time, a novel energy-and area-efficient ferroelectric (FE) small-signal
capacitance based content addressable memory (CAM) design is proposed and …
capacitance based content addressable memory (CAM) design is proposed and …
Associative memory based experience replay for deep reinforcement learning
Experience replay is an essential component in deep reinforcement learning (DRL), which
stores the experiences and generates experiences for the agent to learn in real time …
stores the experiences and generates experiences for the agent to learn in real time …
In-memory search with phase change device-based ternary content addressable memory
L Yang, R Zhao, Y Li, H Tong, Y Yu… - IEEE Electron Device …, 2022 - ieeexplore.ieee.org
Here, we proposed an in-memory search prototype based on phase change memory (PCM).
First, using the PCM, a highly compact (8F 2) and low-energy (0.3 fJ/bit/search) nonvolatile …
First, using the PCM, a highly compact (8F 2) and low-energy (0.3 fJ/bit/search) nonvolatile …
Reconfigurable SWCNT ferroelectric field-effect transistor arrays
Reconfigurable devices have garnered significant attention for alleviating the scaling
requirements of conventional CMOS technology, as they require fewer components to …
requirements of conventional CMOS technology, as they require fewer components to …
Logic and memory ferroelectric field-effect-transistor using reversible and irreversible domain wall polarization
We propose a higher-non-hysteric ferroelectric field-effect transistor (FEFET) using
reversible domain wall displacement. By separately stimulating reversible and irreversible …
reversible domain wall displacement. By separately stimulating reversible and irreversible …