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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...
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...
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 .
Broadcom's sales and AI chip forecast comes in below expecations, shares tumble
Broadcom's sales and AI chip forecast comes in below expecations, shares tumble June 3 : Chipmaker Broadcom missed Wall Street expectations for second-quarter revenue on Wednesday and its top executive left a previous 2027 sales forecast unchanged, sending its shares down more than 13 per cent in extended trading. Second-quarter revenue of $22.19 billion missed estimates of $22.27 billion, as Broadcom races with Nvidia whose dominant graphics processing units remain the industry standard for...
Broadcom's revenue misses estimates as AI chip race heats up, shares tumble
Broadcom's revenue misses estimates as AI chip race heats up, shares tumble June 3 : Broadcom missed Wall Street expectations for second-quarter revenue on Wednesday, as increased competition in the custom semiconductor market hurt gains from its AI chips, sending its shares down more than 13 per cent in extended trading. Second-quarter revenue of $22.19 billion missed estimates of $22.27 billion, as Broadcom races with Nvidia whose dominant graphics processing units remain the industry...
Broadcom's second-quarter revenue misses estimates as competition bites
Broadcom's second-quarter revenue misses estimates as competition bites June 3 : Broadcom missed Wall Street expectations for second-quarter revenue on Wednesday, as increased competition in the custom semiconductor market hurt gains from its AI chips, sending its shares down more than 11 per cent in extended trading. Second-quarter revenue came in at $22.19 billion, missing estimates of $22.27 billion, as Broadcom races with Nvidia whose dominant graphics processing units remain the...