Concept
Electrically-erasable programmable read-only memory
Publications associées (46)
Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference
David Atienza Alonso, Giovanni Ansaloni, Alexandre Sébastien Julien Levisse, Marco Antonio Rios, Flavio Ponzina
By supporting the access of multiple memory words at the same time, Bit-line Computing (BC) architectures allow the parallel execution of bit-wise operations in-memory. At the array periphery, arithmetic operations are then derived with little additional o ...
20232D Nanosystems: Applications of 2D Semiconductors for In-Memory Computing
Machine learning and data processing algorithms have been thriving in finding ways of processing and classifying information by exploiting the hidden trends of large datasets. Although these emerging computational methods have become successful in today's ...
EPFL2023How to Achieve Large-Area Ultra-Fast Operation of MoS 2 Monolayer Flash Memories?
Aleksandra Radenovic, Andras Kis, Mukesh Kumar Tripathi, Zhenyu Wang, Asmund Kjellegaard Ottesen, Yanfei Zhao, Guilherme Migliato Marega, Hyungoo Ji
Memory devices have returned to the spotlight due to increasing interest in using in-memory computing architectures to make data-driven algorithms more energy-efficient. One of the main advantages of this architecture is the efficient performance of vector ...
2023Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks
Sabine Süsstrunk, Mathieu Salzmann, Yulun Jiang, Chen Liu, Zhuoyi Huang
We address the problem of stably and efficiently training a deep neural network robust to adversarial perturbations bounded by an norm. We demonstrate that achieving robustness against -bounded perturbations is more challenging than in the ...
2023Impact of Interface Traps in Floating-Gate Memory Based on Monolayer MoS2
Andras Kis, Guilherme Migliato Marega
Two-dimensional materials (2DMs) have found potential applications in many areas of electronics, such as sensing, memory systems, optoelectronics, and power. Despite an intense experimental work, the literature is lacking of accurate modeling of nonvolatil ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2022Perovskite Flash Memory with a Single-Layer Nanofloating Gate
Mohammad Khaja Nazeeruddin, Peng Gao, Hobeom Kim
Here we use triple-cation metal-organic halide perovskite single crystals for the transistor channel of a flash memory device. Moreover, we design and demonstrate a 10 nm thick single-layer nanofloating gate. It consists of a ternary blend of two organic s ...
2020OneFile: A Wait-free Persistent Transactional Memory
A persistent transactional memory (PTM) library provides an easy-to-use interface to programmers for using byte-addressable non-volatile memory (NVM). Previously proposed PTMs have, so far, been blocking. We present OneFile, the first wait-free PTM with in ...
IEEE COMPUTER SOC2019Dynamically reconfigurable DEAs incorporating shape memory polymer fibers
We present variable stiffness dielectric elastomer actuators (DEAs), combining a single DEA actuator with embedded shape memory polymer (SMP) fibers, which can be electrically addressed to locally reduce the stiffness by a factor of 100. The device accommo ...
SPIE-INT SOC OPTICAL ENGINEERING2019Resistive Switching Memory Architecture Based on Polarity Controllable Selectors
Alexandre Sébastien Julien Levisse, Pierre-Emmanuel Julien Marc Gaillardon
With the continuous scaling of CMOS technology, integrating an embedded high-density non-volatile memory appears to be more and more costly and technologically challenging. Beyond floating-gate memory technologies, bipolar resistive random access memories ...
2018Prospects for energy-efficient edge computing with integrated HfO2-based ferroelectric devices
Mihai Adrian Ionescu, Igor Stolichnov
Edge computing requires highly energy efficient microprocessor units with embedded non-volatile memories to process data at IoT sensor nodes. Ferroelectric non-volatile memory devices are fast, low power and high endurance, and could greatly enhance energy ...
IEEE2018