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Research Articles

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  • Cryptography: what is under the mask?

    Andrew Pickard
    Andrew Pickard
    Sorbonne Université has been using Arm processor source code for modelling and verification on the hardware at the micro-architectural level.
    • May 26, 2022
  • How about a short walk?

    Ilias Vougioukas
    Ilias Vougioukas
    Current solutions to improve virtual to physical translation performance are impractical. We present an alternative, where a small change has a significant impact.
    • March 10, 2022
  • SpiNNaker: Next-level thinking

    Charlotte Christopherson
    Charlotte Christopherson
    SpiNNaker1 connected a million mobile phone processors, operating in some ways like a brain. SpiNNaker2 will drive the next generation of AI.
    • January 31, 2022
  • Sparking potential for community development: Arm Education Kits now available on GitHub

    Dipesh Patel
    Dipesh Patel
    University Program materials are now even easier to access via GitHub. Use our resources, tools and more to spark the potential of your students.
    • January 24, 2022
  • Fast and accurate keyword spotting using Transformers

    Axel Berg
    Axel Berg
    On-device automatic speech recognition is now becoming feasible and is useful in scenarios without internet connection or when data privacy is a concern.
    • January 10, 2022
  • Smart Atomic Memory Operations and Advanced Sparse Data Structures at BSC

    Andrea Kells
    Andrea Kells
    Read about two Arm-sponsored PhD students and their work into Smart Atomic Memory Operations and Advanced Sparse Data Structures at the Arm-BSC Centre of Excellence.
    • December 14, 2021
  • Speculative Vectorization with Selective Replay

    Giacomo Gabrielli
    Giacomo Gabrielli
    Arm Research are investigating a hardware-software codesign solution to support auto-vectorization, called Speculative Vectorization with Selective Replay.
    • November 29, 2021
  • Radar SoC: detected at the cutting-edge

    Charlotte Christopherson
    Charlotte Christopherson
    Korea Electronics Technology Institute director Sungho Lee gives us the lowdown on their Radar SoC innovations – and how his team’s ambitions were enabled with Arm’s Cortex-M3 and NIC-400.
    • November 23, 2021
  • Fast power-modelling for accurate CPU power-introspection

    Shidhartha Das
    Shidhartha Das
    APOLLO achieves fast, yet accurate power-modelling for both design- and runtime power-introspection within the same unified framework.
    • November 9, 2021
  • FixyFPGA: Fully-parallel and fully-pipelined FPGA accelerator for sparse CNNs

    Jae-sun Seo
    Jae-sun Seo
    Most conventional FPGA-based accelerators use off-chip memory for data transformation, then perform computation for a single-layer in a time-multiplexed manner. Throughput is often limited by the memory…
    • September 28, 2021
  • Scalable MTJ simulation: How to efficiently analyze stochasticity in MRAM (2/2)

    Fernando García Redondo
    Fernando García Redondo
    In part-two we continue to explore the simulation, characterization, and analysis of MRAM stochasticity, sharing a compact model and framework.
    • August 2, 2021
  • Scalable MTJ simulation: Reliable and efficient compact models

    Fernando García Redondo
    Fernando García Redondo
    In part-two of the scalable MTJ simulation, we share a compact model and framework for the efficient and scalable simulation of circuits with MRAMs.
    • July 28, 2021
  • PlasticArm: Realizing the full potential of the Internet of Things

    Charlotte Christopherson
    Charlotte Christopherson
    PlasticArm is bringing the possibility of seamlessly embedding billions of extremely low-cost, ultra-thin, conformable microprocessors into everyday objects – a significant leap forward in realising the…
    • July 21, 2021
  • Buried interconnects for signal routing

    Rahul Mathur
    Rahul Mathur
    Buried interconnects can help mitigate the interconnect resistance issue and augment the technology scaling roadmap for sub-5nm process nodes.
    • July 16, 2021
  • Neural network architectures for deploying TinyML applications on commodity microcontrollers

    Colby Banbury
    Colby Banbury
    TinyML seeks to deploy ML algorithms on ultra low power systems, to enable us to intelligently select which data to transmit, improving energy efficiency.
    • June 29, 2021
  • Engineering a career as a woman in technology research

    Rhiannon Burleigh
    Rhiannon Burleigh
    We share the experiences of four of our colleagues, offering professional advice for those starting their career, and aiding understanding of what it's like to be a women in engineering.
    • June 23, 2021
  • Eliminating memory barriers with the Execution Dependence Extension

    Ilias Vougioukas
    Ilias Vougioukas
    Our research explores how adding new explicit instructions which define their fine-grain ordering requirements could reduce the need for memory barriers.
    • June 18, 2021
  • Improving federated learning with dynamic regularization

    Paul Whatmough
    Paul Whatmough
    IoT devices collect and transmit data to the cloud, where it is then analyzed and ML models trained. Privacy challenges arise when users are reluctant to share their personal data.
    • June 11, 2021
  • What you missed at the second On-Device Intelligence Workshop

    Paul Whatmough
    Paul Whatmough
    The workshop held in conjunction with MLSys 2021 brought researchers and practitioners together to discuss key issues, share new research results and practical tutorial material.
    • June 3, 2021
  • Arm Research’s collaboration with the Cambridge ELLIS Unit

    Partha Maji
    Partha Maji
    Arm Research is excited to be part of the Cambridge ELLIS Unit, focusing on two key elements: Bayesian statistics and Probabilistic ML.
    • May 21, 2021
  • SMARTER: How can edge computing support shared infrastructure?

    Alexandre Peixoto Ferreira
    Alexandre Peixoto Ferreira
    Our approach to creating a shared Edge computing framework borrows from the cloud, where a user allocates resources in each physical node it requests access to.
    • May 4, 2021
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