A survey on techniques for improving Phase Change Memory (PCM) lifetime
M Mohseni, AH Novin - Journal of Systems Architecture, 2023 - Elsevier
ABSTRACT PCMs are Non-Volatile Memories (NVMs) that store data using phase-change
semiconductors, such as silicon-chalcogenide glass. In addition to increased integration …
semiconductors, such as silicon-chalcogenide glass. In addition to increased integration …
Knowledge discovery in nanophotonics using geometric deep learning
Y Kiarashinejad, M Zandehshahvar… - Advanced Intelligent …, 2020 - Wiley Online Library
Herein, a new approach for using the intelligence aspects of artificial intelligence for
knowledge discovery rather than device optimization in electromagnetic (EM) …
knowledge discovery rather than device optimization in electromagnetic (EM) …
A survey on pcm lifetime enhancement schemes
Phase Change Memory (PCM) is an emerging memory technology that has the capability to
address the growing demand for memory capacity and bridge the gap between the main …
address the growing demand for memory capacity and bridge the gap between the main …
OML-PCM: optical multi-level phase change memory architecture for embedded computing systems
M Mohseni, AH Novin - Engineering Research Express, 2023 - iopscience.iop.org
Abstract Unlike Dynamic Random Access Memory (DRAM), Phase Change Memory (PCM)
offers higher density, longer data retention, and improved scalability because of its non …
offers higher density, longer data retention, and improved scalability because of its non …
Reducing writebacks through in-cache displacement
Non-Volatile Memory (NVM) technology is a promising solution to fulfill the ever-growing
need for higher capacity in the main memory of modern systems. Despite having many great …
need for higher capacity in the main memory of modern systems. Despite having many great …
Risk-5: Controlled approximations for RISC-V
I Felzmann, J Fabrício Filho… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Approximate Computing offers enhanced energy efficiency by exploring quality relaxation
on applications. Application-agnostic hardware-level techniques can provide high benefits …
on applications. Application-agnostic hardware-level techniques can provide high benefits …
Implementation of a new coding scheme for improving the SET operations in Phase Change Memory (PCM)
M Mohseni - Applied Engineering and Technology, 2023 - pubs2.ascee.org
Abstract Among Non-Volatile Memories (NVMs), PCMs are considered the best alternative
to DRAM (dynamic random-access memories). As a result of its superior performance and …
to DRAM (dynamic random-access memories). As a result of its superior performance and …
An algorithm-hardware co-design framework to overcome imperfections of mixed-signal dnn accelerators
In recent years, processing in memory (PIM) based mixedsignal designs have been
proposed as energy-and area-efficient solutions with ultra high throughput to accelerate …
proposed as energy-and area-efficient solutions with ultra high throughput to accelerate …
FETs for Analog Neural MACs
RR Das, TR Rajalekshmi, S Pallathuvalappil… - IEEE …, 2024 - ieeexplore.ieee.org
This study provides a comprehensive view on neural network systems with implemented
with crossbar circuits, and device-level understanding of modern FET technologies in …
with crossbar circuits, and device-level understanding of modern FET technologies in …
Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators
In recent years, PIM-based mixed-signal accelerators have been proposed as energy-and
area-efficient solutions with ultra-high throughput to accelerate DNN computations …
area-efficient solutions with ultra-high throughput to accelerate DNN computations …