ReRAM: History, status, and future

Y Chen - IEEE Transactions on Electron Devices, 2020 - ieeexplore.ieee.org
This article reviews the resistive random-access memory (ReRAM) technology initialization
back in the 1960s and its heavily focused research and development from the early 2000s …

A CMOS-integrated compute-in-memory macro based on resistive random-access memory for AI edge devices

CX Xue, YC Chiu, TW Liu, TY Huang, JS Liu… - Nature …, 2021 - nature.com
The development of small, energy-efficient artificial intelligence edge devices is limited in
conventional computing architectures by the need to transfer data between the processor …

3D resistive RAM cell design for high-density storage class memory—a review

B Hudec, CW Hsu, IT Wang, WL Lai, CC Chang… - Science China …, 2016 - Springer
In this article, we comprehensively review recent progress in the ReRAM cell technology for
3D integration focusing on a material/device level. First we briefly mention pioneering work …

RAELLA: Reforming the arithmetic for efficient, low-resolution, and low-loss analog PIM: No retraining required!

T Andrulis, JS Emer, V Sze - … of the 50th Annual International Symposium …, 2023 - dl.acm.org
Processing-In-Memory (PIM) accelerators have the potential to efficiently run Deep Neural
Network (DNN) inference by reducing costly data movement and by using resistive RAM …

Implementation of convolutional neural networks in memristor crossbar arrays with binary activation and weight quantization

J Park, S Kim, MS Song, S Youn, K Kim… - … applied materials & …, 2024 - ACS Publications
We propose a hardware-friendly architecture of a convolutional neural network using a 32×
32 memristor crossbar array having an overshoot suppression layer. The gradual switching …

RRAM crossbar array with cell selection device: A device and circuit interaction study

Y Deng, P Huang, B Chen, X Yang… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
The resistive random access memory (RRAM) crossbar array has been extensively studied
as one of the most promising candidates for future high-density nonvolatile memory …

mrFPGA: A novel FPGA architecture with memristor-based reconfiguration

J Cong, B Xiao - 2011 IEEE/ACM international symposium on …, 2011 - ieeexplore.ieee.org
In this paper, we introduce a novel FPGA architecture with memristor-based reconfiguration
(mrFPGA). The proposed architecture is based on the existing CMOS-compatible memristor …

Resistive random access memory for future information processing system

H Wu, XH Wang, B Gao, N Deng, Z Lu… - Proceedings of the …, 2017 - ieeexplore.ieee.org
Resistive random access memory (RRAM) is regarded as one of the most promising
emerging memory technologies for next-generation embedded, standalone nonvolatile …

One selector-one resistor (1S1R) crossbar array for high-density flexible memory applications

JJ Huang, YM Tseng, WC Luo… - 2011 international …, 2011 - ieeexplore.ieee.org
Lack of a suitable selection device to suppress sneak current has impeded the development
of 4F 2 crossbar memory array utilizing stable and scalable bipolar resistive-switching. We …

FPGA-RPI: A novel FPGA architecture with RRAM-based programmable interconnects

J Cong, B Xiao - IEEE Transactions on Very Large Scale …, 2013 - ieeexplore.ieee.org
In this paper we introduce a novel field programmable gate array (FPGA) architecture with
resistive random access memory (RRAM)-based programmable interconnects (FPGA-RPI) …