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In-memory and in-sensor reservoir computing with memristive devices
Despite the significant progress made in deep learning on digital computers, their energy
consumption and computational speed still fall short of meeting the standards for brain-like …
consumption and computational speed still fall short of meeting the standards for brain-like …
Architecture-circuit-technology co-optimization for resistive random access memory-based computation-in-memory chips
Abstract Computation-in-memory (CIM) chips offer an energy-efficient approach to artificial
intelligence computing workloads. Resistive random-access memory (RRAM)-based CIM …
intelligence computing workloads. Resistive random-access memory (RRAM)-based CIM …
Safe, secure and trustworthy compute-in-memory accelerators
Abstract Compute-in-memory (CIM) accelerators based on emerging memory devices are of
potential use in edge artificial intelligence and machine learning applications due to their …
potential use in edge artificial intelligence and machine learning applications due to their …
Physical unclonable in-memory computing for simultaneous protecting private data and deep learning models
Compute-in-memory based on resistive random-access memory has emerged as a
promising technology for accelerating neural networks on edge devices. It can reduce …
promising technology for accelerating neural networks on edge devices. It can reduce …
Accelerating polynomial modular multiplication with crossbar-based compute-in-memory
Lattice-based cryptographic algorithms built on ring learning with error theory are gaining
importance due to their potential for providing post-quantum security. However, these …
importance due to their potential for providing post-quantum security. However, these …
System Support for Environmentally Sustainable Computing in Data Centers
F Chen - 2024 IEEE Computer Society Annual Symposium on …, 2024 - ieeexplore.ieee.org
Modern data centers suffer from a growing carbon footprint due to insufficient support for
environmental sus-tainability. While hardware accelerators and renewable energy have …
environmental sus-tainability. While hardware accelerators and renewable energy have …