Advancements in Artificial Intelligence Circuits and Systems (AICAS)
In the rapidly evolving landscape of electronics, Artificial Intelligence Circuits and Systems
(AICAS) stand out as a groundbreaking frontier. This review provides an exhaustive …
(AICAS) stand out as a groundbreaking frontier. This review provides an exhaustive …
RISC-Vlim, a RISC-V framework for logic-in-memory architectures
Most modern CPU architectures are based on the von Neumann principle, where memory
and processing units are separate entities. Although processing unit performance has …
and processing units are separate entities. Although processing unit performance has …
BNN an ideal architecture for acceleration with resistive in memory computation
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 …
Achieving smaller model sizes and computational simplicity, they are well suited for edge-AI …
Beyond von Neumann architectures: exploring algorithmic opportunities via Octantis
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 …
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
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 …
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
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 …
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 …
von Neumann architecture for new electronic systems. Due to several technological …
Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures
Nowadays, various memory-hungry applications like machine learning algorithms are
knocking" the memory wall". Toward this, emerging memories featuring computational …
knocking" the memory wall". Toward this, emerging memories featuring computational …
Conformation-based Molecular Memories for Nanoscale MemComputing
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 …
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 …
known von Neumann bottleneck. Among the various solutions under study, in the recent …