Mach42’s platform sits at the intersection of
analog verification and AI, delivering unmatched speed and accuracy in design
verification by exploiting neural network models.
At its core, Mach42’s neural network architecture is dynamically reconfigurable,
adapting to each simulation dataset to generate the most accurate prediction
results. This flexibility ensures the platform delivers reliable, customized models
tailored to the unique characteristics of every design scenario.
Unmatched confidence in your design’s performance—powered by AI
The Discovery Platform addresses challenges across the semiconductor design
cycle to maximize design confidence and minimize time-to-market.
Accelerated Verification
The Discovery Platform integrates with best-in-class EDA tools
to accelerate the most resource-intensive phase of
design—verification. In conjunction with industry-standard
simulation software, it delivers faster, more accurate results
and significantly reduces time-to-silicon.
Out-of-Spec Violation Analysis
Before tape-out, the Discovery Platform scans the design space
to catch out-of-spec issues, including package and PCB
RLC effects. This ensures your design meets specs with
high confidence and supports robust IP re-use across
varied conditions.
AI-Powered Model Generation
The Discovery Platform can auto-generate Verilog-A models based
on its neural network surrogates. Fully SPICE-compatible, these
auto-generated models eliminate the need for manual Verilog-A
programming, boost quality, and save significant engineering
time.
The Discovery Platform communicates directly with your simulator of choice to build
up a picture of your design. Getting started is simple: just upload your standard
design files using the UI and define how you’d like to run your simulations.
Search
The platform intelligently samples simulation data to uncover regions of parameter
space where your design may fall out-of-spec. By combining sampled simulation data
with neural network predictions, it identifies areas that require more attention
quickly and effectively.
Analyze
Following a final validation using your simulator, the platform creates a report on
your device’s compliance. A visualization of the parameter space provides an
overview of your device’s behavior, alongside case-by-case predictions for further
analysis and design iteration.
Real designs. Real fast.
The Discovery Platform has been used to produce ultra-fast and accurate neural
network models of real production designs including:
