Advancements in Artificial Intelligence Circuits and Systems (AICAS)

T Miller, I Durlik, E Kostecka, P Mitan-Zalewska… - Electronics, 2023 - mdpi.com
In the rapidly evolving landscape of electronics, Artificial Intelligence Circuits and Systems
(AICAS) stand out as a groundbreaking frontier. This review provides an exhaustive …

RISC-Vlim, a RISC-V framework for logic-in-memory architectures

A Coluccio, A Ieva, F Riente, MR Roch, M Ottavi… - Electronics, 2022 - mdpi.com
Most modern CPU architectures are based on the von Neumann principle, where memory
and processing units are separate entities. Although processing unit performance has …

BNN an ideal architecture for acceleration with resistive in memory computation

A Ding, Y Qiao, N Bagherzadeh - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Binary Neural Networks (BNN) have binarized (-1 and 1) weights and feature maps.
Achieving smaller model sizes and computational simplicity, they are well suited for edge-AI …

Beyond von Neumann architectures: exploring algorithmic opportunities via Octantis

A Marchesin, A Naclerio, F Riente, M Graziano - IEEE Access, 2024 - ieeexplore.ieee.org
Today, one of the problems the scientific community is called upon to tackle is the well-
known von Neumann bottleneck, which concerns the limitation in the bandwidth between …

Custom Memory Design for Logic-in-Memory: Drawbacks and Improvements over Conventional Memories

F Ottati, G Turvani, G Masera, M Vacca - Electronics, 2021 - mdpi.com
The speed of modern digital systems is severely limited by memory latency (the “Memory
Wall” problem). Data exchange between Logic and Memory is also responsible for a large …

Energy-Efficient Adiabatic MTJ/CMOS-Based CLB for Non-Volatile FPGA

MT Nasab, W Yang, H Thapliyal - 2024 IEEE 24th International …, 2024 - ieeexplore.ieee.org
High flexibility, infinite reconfigurability, and fast design-to-market of FPGAs make them a
promising platform for modern applications, such as IoT, medical, and automotive …

Architectural exploration of Logic-in-Memory systems with DExIMA-CAD

C Neagu - 2023 - webthesis.biblio.polito.it
In the past years, the “memory wall problem” has questioned the feasibility of the traditional
von Neumann architecture for new electronic systems. Due to several technological …

Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures

JH Su, CH Lu, JK Lee, A Coluccio, F Riente… - arxiv preprint arxiv …, 2023 - arxiv.org
Nowadays, various memory-hungry applications like machine learning algorithms are
knocking" the memory wall". Toward this, emerging memories featuring computational …

Conformation-based Molecular Memories for Nanoscale MemComputing

Y Ardesi, F Mo, CE Spano, G Ardia… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
We investigate the use of endohedral fullerenes and 6-(Ferrocenyl) hexanethiol cation as
molecular non-volatile memory devices. We demonstrate stable encoding of the information …

[PDF][PDF] Octantis-A High-Level Explorer for Logic-in-Memory architectures

A Marchesin - 2020 - webthesis.biblio.polito.it
Today, one of the problems the scientific community is called upon to tackle is the well-
known von Neumann bottleneck. Among the various solutions under study, in the recent …