AI accelerators as engines for object or speech recognition (among many possibilities), are becoming increasingly popular for inference in mobile and power-constrained applications. Today much of this inferencing runs largely in software on CPUs or GPUs thanks to the sheer size of the smartphone market, but that will shift… Read More
Artificial Intelligence
Eta Compute Showcases Continuously Tuned DVFS
If you practice in advanced levels of power management, you know about dynamic voltage and frequency scaling (DVFS). This is where you allow some part of a circuit, say a CPU, to run at different voltages and frequencies depending on acceptable performance versus thermal tradeoffs and battery life on a mobile device. Need to run… Read More
FPGA Prototyping for AI Product Development
I recently wrote about The Implications of the Rise of AI/ML in the Cloud. In that article, I wrote about my expectation that the rapidly growing AI market will lead to the accelerated use of high-level synthesis (HLS), prototyping, and emulation. In this article, I will focus on the prototyping portion of that – specifically FPGA… Read More
ARM Spins New IP for Client Applications
Arm is a machine. They crank out new products in a wide range of categories, Project Trillium for AI, Neoverse for infrastructure, their Automotive Enhanced line and the Pelion IoT platform. And in each they have a regular beat of new product introductions following roadmaps they have already laid out. Not that you’d expect any … Read More
Synopsys Low Power Workshop Offers Breadth and Depth
Synopsys seems to particularly excel at these events, whether in half-day tutorials at conferences or, as in this case, in a full-day on-site workshop. You might think there’s not much that can be added in this domain, other than to bring low-power newbies up to speed, but you’d be wrong. This event set the stage with surveys on needs… Read More
The Implications of the Rise of AI/ML in the Cloud
Recently, Daniel Nenni blogged on the presentation Wally Rhines gave at #56th DAC. Daniel provided a great summary, but I want to dive into a portion of the presentation in more detail. I love Wally’s presentations, but sometimes you cannot absorb the wealth of information he provides when you initially see it. It’s… Read More
Intelligence in the Fog
By now, you should know about AI in the cloud for natural language processing, image ID, recommendation, etc, etc (thanks to Google, Facebook, AWS, Baidu and several others) and AI on the edge for collision avoidance, lane-keeping, voice recognition and many other applications. But did you know about AI in the fog? First, a credit… Read More
Wally Rhines Keynote @ #56thDAC!
One of the perks of blogging on SemiWiki is the events you get to attend for FREE and the amazing people you get to meet and Wally Rhines is certainly one of those people. You will not find a more intelligent, innovative, and genuinely nice group of people in my experience. Having traveled the world meeting thousands of people I can tell… Read More
Cadence on 5G Intelligent System Design #56thDAC
As much as I love all EDA vendors I must say Cadence did the best DAC this year. Great booth, great location, excellent content, and of course a great party. The 5G presentation in the Cadence booth by Ian Dennison was of great interest to me as I am still trying to wrap my head around this whole 5G thing. I was able to meet with Ian privately… Read More
Visual SLAM at the Edge
SLAM – simultaneous localization and mapping – is critical for mobile robotics and VR/AR headsets among other applications, all of which typically operate indoors where GPS or inertial measurement units are either ineffective or insufficiently accurate. SLAM is a chicken and egg problem in which the system needs to map its environment… Read More


The Packaging PDK Is the Missing Layer for Co-Packaged Optics