Modeling and compensation of IR drop in crosspoint accelerators of neural networks

N Lepri, M Baldo, P Mannocci… - … on Electron Devices, 2022 - ieeexplore.ieee.org
In-memory computing (IMC) has the potential of accelerating data-intensive computing
tasks, such as inference and training of neural networks, by the matrix vector multiplication …

Low-power resistive memory integrated on III–V vertical nanowire MOSFETs on silicon

MS Ram, KM Persson, M Borg… - IEEE Electron Device …, 2020 - ieeexplore.ieee.org
III-V vertical nanowire MOSFETs (VNW-FETs) have the potential to extend Moore's law
owing to their excellent material properties. To integrate highly scaled memory cells coupled …

Engineering tunneling selector to achieve high non-linearity for 1s1r integration

NK Upadhyay, T Blum, P Maksymovych… - Frontiers in …, 2021 - frontiersin.org
Memristor devices have been extensively studied as one of the most promising technologies
for next-generation non-volatile memory. However, for the memristor devices to have a real …

Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators

N Lepri, A Glukhov, D Ielmini - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
In-memory computing (IMC) with memory arrays allows reducing the time and energy
consumption for matrix vector multiplication (MVM) for artificial neural networks (ANN) …

Scalable and Energy-Efficient NN Acceleration with GPU-ReRAM Architecture

RF Moura, L Carro - International Symposium on Applied Reconfigurable …, 2023 - Springer
As AI techniques are increasingly adopted in various industry sectors, reducing energy
consumption in Neural Network applications has become a priority for researchers. One …

Check for updates Scalable and Energy-Efficient NN Acceleration with GPU-ReRAM Architecture

RF de Moura, L Carro - Applied Reconfigurable Computing …, 2023 - books.google.com
As AI techniques are increasingly adopted in various industry sectors, reducing energy
consumption in Neural Network applications has become a priority for researchers. One …

[PDF][PDF] LOW-ENERGY MEMRISTORS & HIGH-NONLINEARITY SELECTOR FOR DENSE PASSIVE CROSS-BAR ARRAYS

NK Upadhyay - 2021 - scholarworks.umass.edu
MAY 2021 NAVNIDHI K. UPADHYAY B. Tech., NATIONAL INSTITUTE OF SCIENCE &
TECHNOLOGY M. Tech., INDIAN INSTITUTE OF TECHNOLOGY BOMBAY Ph. D …