Neural Network Growth Requires Unprecedented Semiconductor Scaling

Neural Network Growth Requires Unprecedented Semiconductor Scaling
by Tom Simon on 10-20-2021 at 6:00 am

Neural Network Growth

The truth is that we are just at the beginning of the Artificial Intelligent (AI) revolution. The capabilities of AI are just now starting to show hints of what the future holds. For instance, cars are using large complex neural network models to not only understand their environment, but to also steer and control themselves. For… Read More


Expanding Role of Sensors Drives Sensor Fusion

Expanding Role of Sensors Drives Sensor Fusion
by Tom Simon on 02-04-2021 at 10:00 am

CEVA Sensor Fusion

It is long past the time when general purpose processors could meet the needs of sensor fusion. Sensor fusion performs operations to process and integrate raw sensor data so that downstream processing is simplified and is performed at a higher level. When done properly it offers several other significant benefits such as lower… Read More


Tensilica DNA 100 Brings the AI Inference Solution for Level 2 ADAS ECUs and Level 4 Autonomous Driving

Tensilica DNA 100 Brings the AI Inference Solution for Level 2 ADAS ECUs and Level 4 Autonomous Driving
by Randy Smith on 08-27-2019 at 10:00 am

I recently wrote about Tensilica’s HiFi DSPs which played a significant role at Cadence’s Automotive Design Summit which was held on the Cadence San Jose campus at the end of July. That article focused on infotainment while briefly touching on Advanced Driver-Assistance Systems (ADAS). ADAS is NOT synonymous with autopilot.… Read More


Highly Modular, AI Specialized, DNA 100 IP Core Target IoT to ADAS

Highly Modular, AI Specialized, DNA 100 IP Core Target IoT to ADAS
by Eric Esteve on 09-24-2018 at 7:00 am

The Cadence Tensilica DNA100 DSP IP core is not a one-size-fits-all device. But it’s highly modular in order to support AI processing at the edge, delivering from 0.5 TMAC for on-device IoT up to 10s or 100 TMACs to support autonomous vehicle (ADAS). If you remember the first talks about IoT and Cloud, a couple of years ago, the IoT … Read More


Neural Networks Poised to Make Big Changes in Our World

Neural Networks Poised to Make Big Changes in Our World
by Tom Simon on 04-11-2016 at 12:00 pm

Probably the most interesting thing about Neural Networks is how they can be used for complex recognition tasks that we as people can easily perform but we might have a lot of trouble explaining how. One very good example of a problem that Neural Networks can tackle is determining when people are making a fake smile. Intuitively we… Read More


Neural Networks Ready for Embedded Platforms

Neural Networks Ready for Embedded Platforms
by Tom Simon on 02-24-2016 at 7:00 am

If you are not yet familiar with the term Convolutional Neural Networks, or CNN for short, you are certainly bound to become in the year ahead. Using Artificial Intelligence in the form of CNN is on the verge of replacing a large number of computing tasks, especially those involving recognizing things such as sounds, shapes, objects,… Read More