tag: Expedera

New AI Data Types Emerge
By Bryon Moyer - 14 Nov, 2024 - Comments: 0

AI is all about data, and the representation of the data matters strongly. But after focusing primarily on 8-bit integers and 32‑bit floating-point numbers, the industry is now looking at new formats. There is no single best type for every situation, because the choice depends on the type of AI model, whether accuracy, performance, or power is prioritized, and where the computing happens, ... » read more

HW and SW Architecture Approaches For Running AI Models
By Karen Heyman - 31 Oct, 2024 - Comments: 0

How best to run AI inference models is a current topic of much debate as a wide breadth of systems companies look to add AI to a variety of systems, spurring both hardware innovation and the need to revamp models. Hardware developers are making progress with AI accelerators and SoCs. But on the model side, questions abound about whether the answer might come from revisiting older, less compl... » read more

Mass Customization For AI Inference
By Ann Mutschler - 17 Oct, 2024 - Comments: 0

Rising complexity in AI models and an explosion in the number and variety of networks is leaving chipmakers torn between fixed-function acceleration and more programmable accelerators, and creating some novel approaches that include some of both. By all accounts, a general-purpose approach to AI processing is not meeting the grade. General-purpose processors are exactly that. They're not des... » read more

Using AI To Glue Disparate IC Ecosystem Data
By Ed Sperling and Ann Mutschler - 26 Sep, 2024 - Comments: 0

AI holds the potential to change how companies interact throughout the global semiconductor ecosystem, gluing together different data types and processes that can be shared between companies that in the past had little or no direct connections. Chipmakers always have used abstraction layers to see the bigger picture of how the various components of a chip go together, allowing them to pinpoi... » read more

Chip Industry Week In Review
By The SE Staff - 20 Sep, 2024 - Comments: 0

Synopsys agreed to sell its Optical Solutions Group to Keysight for an undisclosed amount, in a deal deemed necessary for Synopsys to win regulatory approval for its planned acquisition of Ansys. The sale to Keysight is contingent on the Synopsys-Ansys deal going through. Meanwhile, Ansys has its own optical business. The U.S. Department of Defense (DoD) made the first awards for Microelectr... » read more

Is PPA Relevant Today?
By Brian Bailey - 12 Sep, 2024 - Comments: 1

The optimization of power, performance, and area (PPA) has been at the core of chip design since the dawn of EDA, but these metrics are becoming less valuable without the context of how and where these chips will be used. Unlike in the past, however, that context now comes from factors outside of hardware development. And while PPA still serves as a useful proxy for many parts of the hardwar... » read more

Chip Industry Week In Review
By The SE Staff - 19 Jul, 2024 - Comments: 0

The University of Texas at Austin’s Texas Institute for Electronics (TIE) was awarded $840 million to establish a Department of Defense microelectronics manufacturing center. This center will focus on developing advanced semiconductor microsystems to enhance U.S. defense systems. The project is part of DARPA's NGMM Program. The U.S. Dept. of Commerce announced preliminary terms with Global... » read more

Startup Funding: Q2 2024
By Jesse Allen - 10 Jul, 2024 - Comments: 0

AI drew more investors to the chip industry in Q2. Four AI-focused chip startups receiving rounds of more than $100 million, targeting data center ASICs for transformers, highly flexible platforms for the embedded edge, dataflow processors, and mixed-signal neuromorphic chips. In-memory computing also helped boost AI, with three companies either incorporating it into their chips or providing sp... » read more

Securing Data In Heterogeneous Designs
By Adam Kovac - 02 Jul, 2024 - Comments: 0

Data security is becoming a bigger concern as chips are disaggregated into chiplets and various third-party IP blocks. There is no single solution that works for all designs, and no single tool or methodology that addresses everything in any design. Data is being transmitted across time zones, political borders, and even across multiple designs. Laws and the need to comply with standards may... » read more

Language’s Role In Embodied Agents
By Ben Gomes - 27 Jun, 2024 - Comments: 0

Large Language Models (LLMs) and models cross-trained on natural language are a major growth area for edge applications of neural networks and Artificial Intelligence (AI). Within the spectrum of applications, embodied agents stand out as a major developing focal point for this AI. This article will address developments in this space and how the application of language-trained models improves t... » read more

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