tag: ASIC

GPU Or ASIC For LLM Scale-Up?
By Geoff Tate - 17 Mar, 2025 - Comments: 1

The CEOs of OpenAI, Anthropic, and xAI share a strikingly similar vision — AI's progress is exponential, it will change humanity, and its impact will be greater than most people expect. This is more than just speculation. The market for AI, and its value, are real today: A human developer with GitHub CoPilot codes 55% faster with AI. GPT-4 scores 88th percentile on the LSAT vs. 50t... » read more

Machine Learning-Based IR Drop Prediction Approach
By Technical Paper Link - 25 Feb, 2025 - Comments: 0

A new technical paper titled "Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate" was published by researchers at KTH Royal Institute of Technology and Ericsson Research. ABSTRACT "Accurate estimation of voltage drop (IR drop) in modern Application-Specific Integrated Circuits (ASICs) is highly time and resource demanding, due to the growing complex... » read more

AI Accelerators for Homomorphic Encryption Workloads
By Technical Paper Link - 15 Jan, 2025 - Comments: 0

A new technical paper titled "Leveraging ASIC AI Chips for Homomorphic Encryption" was published by researchers at Georgia Tech, MIT, Google and Cornell University. Abstract: "Cloud-based services are making the outsourcing of sensitive client data increasingly common. Although homomorphic encryption (HE) offers strong privacy guarantee, it requires substantially more resources than compu... » read more

Post-Quantum Computing Threatens Fundamental Transport Protocols
By Karen Heyman - 01 Aug, 2024 - Comments: 0

The Transport Level Security (TLS) protocol is one of the few rock-steady spots in the rapidly changing computing industry, but that's about to change as quantum computers threaten traditional encryption schemes. Because TLS is fundamental to network communications, including allowing Internet of Things (IoT) devices to function properly, researchers already are exploring both hardware and s... » read more

Applying Machine Learning to EDA, FPGA Design Automation Tools
By Technical Paper Link - 11 Oct, 2023 - Comments: 0

A technical paper titled “Application of Machine Learning in FPGA EDA Tool Development” was published by researchers at the University of Texas Dallas. Abstract: "With the recent advances in hardware technologies like advanced CPUs and GPUs and the large availability of open-source libraries, machine learning has penetrated various domains, including Electronics Design Automation (EDA). E... » read more

Programmable HW Accelerators For BGV Fully Homomorphic Encryption In The Cloud
By Technical Paper Link - 02 Aug, 2023 - Comments: 0

A technical paper titled “BASALISC: Programmable Hardware Accelerator for BGV Fully Homomorphic Encryption” was published by researchers at COSIC KU Leuven, Galois Inc., and Niobium Microsystems. Abstract: "Fully Homomorphic Encryption (FHE) allows for secure computation on encrypted data. Unfortunately, huge memory size, computational cost and bandwidth requirements limit its practic... » read more

A Chiplet-Based Supercomputer For Generative LLMs That Optimizes Total Cost of Ownership
By Technical Paper Link - 20 Jul, 2023 - Comments: 0

A technical paper titled "Chiplet Cloud: Building AI Supercomputers for Serving Large Generative Language Models" was published by researchers at University of Washington and University of Sydney. Abstract: "Large language models (LLMs) such as ChatGPT have demonstrated unprecedented capabilities in multiple AI tasks. However, hardware inefficiencies have become a significant factor limiting ... » read more

Circuit Design For Industry 4.0
By Bjorn Zeugmann - 11 May, 2023 - Comments: 0

By Björn Zeugmann and Olaf Enge-Rosenblatt The digitalization of industry is progressing in leaps and bounds, albeit not at the same speed everywhere. In many industries, processes can be digitalized well to very well — for example, because electronic control systems can be retrofitted from analog to digital relatively easily. In some cases, new industries emerge only because processes ha... » read more

Week In Review: Manufacturing, Test
By Karen Heyman - 24 Mar, 2023 - Comments: 0

TEL announced plans to build a ¥2.2 billion ($168.2 million) production and logistics center at its Tohoku Office to increase capacity. Construction of the 57,000m² facility, which will be used for manufacturing thermal processing and single-wafer deposition systems, is slated to start in spring 2024, and expected to be completed in fall 2025. Toshiba's board voted in favor of a 2 trillio... » read more

FPGAs: Automated Framework For Architecture-Space Exploration of Approximate Accelerators
By Technical Paper Link - 10 Mar, 2023 - Comments: 0

A technical paper titled "autoXFPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems" was published (preprint) by researchers at TU Wien, Brno University of Technology, and NYUAD. Abstract "Generation and exploration of approximate circuits and accelerators has been a prominent research domain exploring energy-efficiency and/or performance... » read more

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