Graphics Processing Units
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Composable function systems as a general-purpose rendering framework
arXiv:2606.02226v1 Announce Type: new Abstract: Function systems exist as a natural language for the meshless creation and manipulation of complex objects while maintaining minimal memory on the Graphics Processing Unit (GPU) or Central Processing Unit (CPU). This paper proposes a new method for general-purpose (non-fractal) visualizations and simulations with function systems and introduces Quibble, a metaprogramming framework for composing such systems on the GPU. We also discuss several...
Memristor-Based Spiking Neural Network Accelerator for Bio-inspired Interception Task
arXiv:2605.31299v1 Announce Type: new Abstract: Spiking neural networks (SNNs) provide event-driven and low-power computation inspired by biological neural systems, but current implementations rely on von Neumann graphics processing units (GPUs) and central processing units (CPUs) platforms, where memory and computation bottlenecks limit energy efficiency. To address this challenge, this paper proposes an analog memristor-based spiking neural network (SNN) accelerator that integrates...
Nvidia CEO says has capacity to supply robust CPU and GPU growth
Nvidia CEO says has capacity to supply robust CPU and GPU growth TAIPEI, June 2 : Nvidia Chief Executive Jensen Huang said on Tuesday the company has enough supply to accommodate robust growth for central processing units (CPUs) as well as graphics processing units (GPUs). Huang was speaking at Nvidia's GTC press conference during Computex week in Taipei a day after the $5 trillion chip giant unveiled a new chip that processes artificial intelligence capabilities directly.
DPU or GPU for Accelerating Neural Networks Inference -- Why not both? Split CNN Inference
Announce Type: replace Abstract: Video and image streaming on edge devices requires low latency. To address this, Neural Networks (NNs) are widely used, and prior work mainly focuses on accelerating them with single hardware units such as Graphics Processing Units (GPUs), Field Programmable Gate Arrays (FPGAs), and Deep Learning Processing Units (DPUs). However, further reductions in latency can be observed by combining these units.
Upstart chipmakers keep challenging Nvidia. This time it's Microsoft-backed D-Matrix
In the increasingly competitive AI chip market, there's another startup in production that claims an advantage over Nvidia, the world's most valuable company. D-Matrix, located three miles away from Nvidia's Silicon Valley headquarters, says its chips can run inference workloads 10 times faster and using five times less energy than a standalone graphics processing unit from the market leader — as long as the workloads are small. The new inference chip, called Corsair, takes a novel approach...
How Much Progress Has There Been in NVIDIA Datacenter GPUs?
Announce Type: replace Abstract: As the role of modern Graphics Processing Units (GPUs) becomes increasingly essential for several computing tasks, analyzing their past and current progress is paramount for determining future constraints on scientific research. This is particularly compelling in the Artificial Intelligence (AI) domain, where rapid technological advancements and fierce global competition have led the United States to recently implement export control regulations limiting...
When Jensen charmed suits & streets
For one Friday night, Hongdae wasn't Seoul's trendiest neighbourhood. It was Jensen Huang's stage. The Nvidia chief executive landed in Seoul and promptly set the district ablaze - not with hyper-powered graphic-processing units, but with pork belly, fried chicken and an unusual gathering .
South Korea to seek priority supply of Nvidia Vera Rubin GPUs, science minister says
South Korea to seek priority supply of Nvidia Vera Rubin GPUs, science minister says SEOUL, June 8 : South Korea will ask for priority supply of Nvidia's next-generation Vera Rubin graphics processing units, as deliveries are expected to be delayed, Science and ICT Minister Bae Kyung-hoon said on Monday. Bae said a government notice for South Korea's GPU project had been issued earlier in the day, adding that a supply of Nvidia's B300 chips was expected to arrive on time. "B300 supply looks...
Google to pay SpaceX $920 million a month for compute capacity at xAI data centers
Days before a planned IPO that's expected to bring in record sums of cash, SpaceX has inked a deal with Google that will bring in $920 million a month by providing AI compute capacity to the search giant. According to a regulatory filing on Friday, Google will use about 110,000 Nvidia graphics processing units, as well as central processors, memory and other components housed in SpaceX's data center. The agreement spans from October of this year through June 2029 at the $920 million rate,...
Beyond Nvidia: how US export curbs are forcing China to redesign its AI chip industry
Under the weight of sustained US export controls on advanced semiconductors, China’s AI chipmakers are battling to forge a self-reliant silicon ecosystem capable of breaking Nvidia’s stranglehold on the market. At the centre of this rivalry is a fundamental design debate: Should the country rely on the versatile graphics processing unit (GPU) or pivot to the highly specialised application-specific integrated circuit (ASIC)? The fight is no longer about finding a single Nvidia clone; it is...