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SpiNNaker: Next-level thinking
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Addressing the hardware supply chain security challenge
Rhiannon Burleigh
With the proliferation of smart devices, we need to make sure we are protecting our data. But have you ever considered the threat to the hardware supply chain?
April 30, 2021
Collaborating without divulging secrets with Veracruz
Dominic Mulligan
Veracruz explores how novel, data-intensive distributed systems can be built using Strong Isolation Technologies and remote attestation.
April 27, 2021
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