tag: AI

AI Accelerated Migration Of Existing Designs To New Processors
By Rob van Blommestein - 30 May, 2024 - Comments: 0

In this fast-paced digital age where speed, performance, and time-to-market are king, chip designers are under pressure to deliver high-performance computing that doesn’t compromise power efficiency. The constant demand for instantaneous data processing and sharing is pushing the boundaries of innovation in chip design. With this context, we revisit and revamp the insights from the Synopsys U... » read more

Research Bits: May 28
By Jesse Allen - 28 May, 2024 - Comments: 0

Nanofluidic memristive neural networks Engineers from EPFL developed a functional nanofluidic memristive device that relies on ions, rather than electrons and holes, to compute and store data. “Memristors have already been used to build electronic neural networks, but our goal is to build a nanofluidic neural network that takes advantage of changes in ion concentrations, similar to living... » read more

Navigating The Talent Crunch: AI Solutions For A Thriving Semiconductor Manufacturing Sector
By David Park - 23 May, 2024 - Comments: 0

The CHIPS and Science Act is a historic piece of legislation passed by the US government in 2022 aimed at regaining American leadership in semiconductor manufacturing. Supported by an unprecedented $52 billion in federal funding, this investment will also address supply chain vulnerabilities and national security concerns that were made glaringly public by the COVID epidemic. In addition to ... » read more

High-Level Synthesis Propels Next-Gen AI Accelerators
By Russell Klein - 20 May, 2024 - Comments: 0

Everything around you is getting smarter. Artificial intelligence is not just a data center application but will be deployed in all kinds of embedded systems that we interact with daily. We expect to talk to and gesture at them. We expect them to recognize and understand us. And we expect them to operate with just a little bit of common sense. This intelligence is making these systems not just ... » read more

How To Successfully Deploy GenAI On Edge Devices
By Gordon Cooper - 16 May, 2024 - Comments: 0

Generative AI (GenAI) burst onto the scene and into the public’s imagination with the launch of ChatGPT in late 2022. Users were amazed at the natural language processing chatbot’s ability to turn a short text prompt into coherent humanlike text including essays, language translations, and code examples. Technology companies – impressed with ChatGPT’s abilities – have started looking ... » read more

Fallback Fails Spectacularly
By Steve Roddy - 16 May, 2024 - Comments: 0

Conventional AI/ML inference silicon designs employ a dedicated, hardwired matrix engine – typically called an “NPU” – paired with a legacy programmable processor – either a CPU, or DSP, or GPU. The common theory behind these two-core (or even three core) architectures is that most of the matrix-heavy machine learning workload runs on the dedicated accelerator for maximum efficienc... » read more

High-Level Synthesis Enables The Next Generation Of Edge AI Accelerators
By Siemens EDA - 15 May, 2024 - Comments: 0

AI is becoming pervasive. But the ever increasing complexity is a challenge for IoT systems. Achieving the highest levels of performance and efficiency in edge AI means going beyond software and off the shelf hardware. Bespoke hardware accelerators in FPGA or ASICs can deliver much higher performance while consuming less energy. Building these accelerators with High-Level Synthesis slashes desi... » read more

Using Predictive Maintenance To Boost IC Manufacturing Efficiency
By Laura Peters - 14 May, 2024 - Comments: 0

Predicting exactly how and when a process tool is going to fail is a complex task, but it's getting a tad easier with the rollout of smart sensors, standard interfaces, and advanced data analytics. The potential benefits of predictive maintenance are enormous. Higher tool uptime correlates with greater fab efficiency and lower operating costs, so engineers are pursuing multiple routes to boo... » read more

The Crucial Role Of High-Performance Computing In 2024: Balancing Cost And Innovation
By Keith Schaub - 14 May, 2024 - Comments: 0

We live in a world where digital queries run the Information Superhighway and in turn, our lives. This means that the importance of High-Performance Computing (HPC) cannot be overstated. The technology behind this continues to be a cornerstone for advancing our world and improving productivity. To put it another way, can you imagine a day, a week, when you are not querying something? So, let... » read more

Securing AI In The Data Center
By Bart Stevens - 09 May, 2024 - Comments: 0

AI has permeated virtually every aspect of our digital lives, from personalized recommendations on streaming platforms to advanced medical diagnostics. Behind the scenes of this AI revolution lies the data center, which houses the hardware, software, and networking infrastructure necessary for training and deploying AI models. Securing AI in the data center relies on data confidentiality, integ... » read more

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