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Is there a way to reduce cycle time in mapping large SoCs to an FPGA-based emulator? Paul Cunningham (GM, Verification at Cadence), Jim Hogan (RIP) and I continue our series on research ideas. As always, feedback welcome.
The Innovation
This month’s pick is Improving FPGA-Based Logic Emulation Systems through Machine Learning… Read More
Paul Cunningham, CVP and GM of the System Verification Group at Cadence gave the afternoon Keynote on Tuesday at DVCon and doubled down on his verification-throughput message. At the end of the day, what matters most to us in verification is the number of bugs found and fixed per dollar per day. You can’t really argue with that message.… Read More
The emergence of advanced packaging technologies has led to the introduction of new types of data communication interfaces. There are a number of topologies that are defined by the IEEE 802.3 standard, as well as the Optical Internetworking Common Electrical I/O CEI standard. [1,2] (Many of the configurations of interest … Read More
Power integrity analysis in large chip designs is especially challenging thanks to the huge dynamic range the analysis must span. At one end, EM estimation and IR drop through interconnect and advanced transistor structures require circuit-level insight—very fine-grained insight but across a huge design. At the other, activity… Read More
Is it possible to find and prioritize holes in coverage through AI-based analytics on coverage data? Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series on research ideas. As always, feedback welcome.
This month’s pick is Using Machine Learning Clustering To Find Large Coverage … Read More
Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I launched our series on Innovation in Verification at the beginning of last year. We wanted to explore basic innovations and new directions researchers are taking for hardware and system verification. Even we were surprised to find how rich a seam we had tapped. We plan… Read More
Can machine learning be combined with formal to find rare failures in analog designs? ML plus formal for analog – neat! Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series on research ideas. Here an idea from analog simulation sampling. Feel free to comment.
This month’s pick… Read More
SoC designs are getting more complex, resulting in a higher level of difficulty to get anything done. This trend is well-known. What I want to focus on here is how to deal with the issue of complexity. There are many approaches to taming this problem — faster algorithms for one, and improved algorithm efficiency or the ability to run… Read More
When I think of verification IP (VIP), I think of something closely tied to a protocol standard – AMBA, MIPI or DDR for example. Something that will generate traffic and run protocol compliance checks, to verify correct operation of an IP or as a model to use in SoC verification. What would a VIP for systems be? Systems support multiple… Read More
There has been a lot written about artificial intelligence/machine learning (AI/ML) and its application in the Cadence digital design flow. Most recently, I covered significant verification efficiency improvements in Xcellium ML. A recent digital-themed white paper from Cadence takes a broader look at the impact of ML on… Read More
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[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
)
[_behaviors:protected] =>
)
)
[_previousValues:protected] => Array
(
)
[_options:protected] => Array
(
)
[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
)
[_behaviors:protected] =>
)
)
[_previousValues:protected] => Array
(
)
[_options:protected] => Array
(
)
[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
)
[_behaviors:protected] =>
)
)
[populated:protected] => 1
)