BARE-AI: Bit-Flip Attack Resilience in AI Hardware through Built-in Performance Monitors
The authors propose BARE-AI, a runtime framework that detects, localizes, and mitigates BFAs during inference. BARE-AI introduces AI Performance...
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AI Accelerators Semiconductor IP News & Insights
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Enter the Arena: How Our Toolchain Started Improving Itself
It started with me prompting an agent to shave cycles off a customer's model, one region at a time. It became an internal arena where engineers and...
Akida Execution in Heterogeneous Environments - Clone It, Build It, Run It
Run AI inference across a fleet of Akida neuromorphic chips managed by IBM Spectrum Symphony. The open-source Symphony Community Akida Bundle: clone...
Sameer Wasson: AI Is Flipping Chip Design Upside Down
MIPS CEO Sameer Wasson explains why AI workloads should drive silicon design, and how MIPS, ARC, and GlobalFoundries aim to lower the barriers to...
The Memory Imperative for Next-Generation AI Accelerator SoCs
AI accelerators are key components of the AI data center tasked with speeding up the complex mathematical calculations required for AI and machine...
The Quest for Reliable AI Accelerators: Cross-Layer Evaluation and Design Optimization
This paper presents a series of reliability-aware accelerator designs, encompassing (1) aging and variation-aware dynamic timing analyzer, (2) accelerator...
Tenstorrent unveiled its first-generation compact AI accelerator device designed in partnership with Razer™ today at CES 2026
Utilizing Tenstorrent’s Wormhole™ technology, the device is able to deliver scalability for multi-chip development using Tenstorrent’s robust open-source...
Cassia.ai Achieves Breakthrough in AI Accelerator Technology with Successful Tapeout of two Test Chips
Cassia.ai, a pioneer in improved mathematical hardware functions for Artificial Intelligence (AI) and Machine Learning (ML), today announced the...
EdgeCortix’s SAKURA-II AI Accelerator Brings Low-Power Generative AI to Raspberry Pi 5 and other Arm-Based Platforms
EdgeCortix today announced that its industry leading AI accelerator, SAKURA-II M.2 Module is now available with Arm-based platforms, including Raspberry...
Skymizer Reduces Verification Cycles for AI Accelerator IP Development by 33% with Synopsys HAPS Prototyping
With artificial intelligence (AI) being used for a growing number of use cases in an expanding set of industries, semiconductor providers face immense...
ZeroPoint and Rebellions Forge Strategic Alliance to Revolutionize AI Accelerator Performance and Efficiency
ZeroPoint Technologies AB and Rebellions, a pioneering AI chip company, have formed a strategic alliance to develop the next generation of memory-...
D-Series: Evolving from Graphics Processor Towards AI Accelerator
First announced in 2022, Imagination’s D-Series has witnessed the popularisation of GenerativeAI, first in the cloud and then in consumer devices,...
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