tag: AI

Startup Funding: February 2020
By Jesse Allen - 04 Mar, 2020 - Comments: 0

AI drew the biggest investments last month, with two AI hardware companies and one autonomous driving software startup pulling in nine-figure sums. Investors also pumped money into semiconductor manufacturing and test equipment, notably around EUV lithography and advanced packaging. AI Hardware SambaNova Systems received $250M in Series C funding for its software-defined hardware for AI, le... » read more

Chip Design Is Getting Squishy
By Ed Sperling - 27 Feb, 2020 - Comments: 0

So many variables, uncertainties and new approaches are in play today across the chip industry today that previous rules are looking rather dated. In the past, a handful of large companies or organizations set the rules for the industry and established an industry roadmap. No such roadmap exists today. And while there are efforts underway to create new roadmaps for different industries, inte... » read more

An Increasingly Complicated Relationship With Memory
By Brian Bailey - 27 Feb, 2020 - Comments: 4

The relationship between a processor and its memory used to be quite simple, but in modern SoCs there are multiple heterogeneous processors and accelerators, each needing a different means of accessing memory for maximum efficiency. Compromises are being made in order to preserve the unified programming model of the past, but the pressures are increasing for some fundamental changes. It does... » read more

The Challenges Of Building Inferencing Chips
By Ann Mutschler - 27 Feb, 2020 - Comments: 0

Putting a trained algorithm to work in the field is creating a frenzy of activity across the chip world, spurring designs that range from purpose-built specialty processors and accelerators to more generalized extensions of existing and silicon-proven technologies. What's clear so far is that no single chip architecture has been deemed the go-to solution for inferencing. Machine learning is ... » read more

The Cost Of Programmability
By Brian Bailey - 27 Feb, 2020 - Comments: 1

Nothing comes for free, and that is certainly true for the programmable elements in an SoC. But without them we are left with very specific devices that can only be used for one fixed application and cannot be updated. Few complex devices are created that do not have many layers of programmability, but the sizing of those capabilities is becoming more important than in the past. There are... » read more

Understanding SLAM (Simultaneous Localization And Mapping)
By Ed Sperling - 19 Feb, 2020 - Comments: 0

Amol Borkar, senior product manager for AI and computer vision at Cadence, talks with Semiconductor Engineering about mapping and tracking the movement of an object in a scene, how to identify key corners in a frame, how probabilities of accuracy fit into the picture, how noise can affect that, and how to improve the performance and reduce power in these systems. » read more

Week In Review: Auto, Security, Pervasive Computing
By SE Staff - 14 Feb, 2020 - Comments: 0

AI/Edge Arm putting AI (artificial intelligence) and machine learning (ML) on the Cortex-M processor by offering IP for a microNPU for Cortex-M. The company says in a press release that it will deliver a 480x uplift in ML performance. The new Cortex-M IP is Arm Ethos-U55 NPU, which Arm says is the industry’s first microNPU (neural processing unit). Arm is hoping the new IP will start an expl... » read more

Where Timing And Voltage Intersect
By Ed Sperling - 14 Feb, 2020 - Comments: 0

João Geada, chief technologist at ANSYS, talks about the limitations for power delivery networks and what processors can handle, why the current solutions to these issues are causing failures, and how voltage reduction can affect timing. » read more

Thinking About AI Power In Parallel
By Ed Sperling - 13 Feb, 2020 - Comments: 0

Most AI chips being developed today run highly parallel series of multiply/accumulate (MAC) operations. More processors and accelerators equate to better performance. This is why it's not uncommon to see chipmakers stitching together multiple die that are larger than a single reticle. It's also one of the reasons so much attention is being paid to moving to the next process node. It's not ne... » read more

Artificial Intelligence For Industrial Applications
By Dirk Mayer - 13 Feb, 2020 - Comments: 0

By Dirk Mayer and Olaf Enge-Rosenblatt Due to digitalization, modern machines and systems provide massive quantities of data, which form a significant basis for the optimization of production processes, operations and safety. These data sets, however, grow more and more complex, which renders the simple analysis methods typically used in the past often ineffective. This is one factor driv... » read more

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