category: Top Stories

category: Auto, Security & Edge AI

Nvidia To Buy Arm For $40B
By Ed Sperling - 13 Sep, 2020 - Comments: 2

Nvidia inked a deal with Softbank to buy Arm for $40 billion, combining the No. 1 AI/ML GPU maker with the No. 1 processor IP company. Assuming the deal wins regulatory approval, the combination of these two companies will create a powerhouse in the AI/ML world. Nvidia's GPUs are the go-to platform for training algorithms, while Arm has a broad portfolio of AI/ML processor cores. Arm also ha... » read more

Is DVFS Worth The Effort?
By Brian Bailey - 10 Sep, 2020 - Comments: 2

Almost all designs have become power-aware and are being forced to consider every power saving technique, but not all of them are yielding the expected results. Moreover, they can add significant complexity into designs, increasing the time it takes to get to tapeout and boosting up the cost. Dynamic voltage and frequency scaling (DVFS) is one such power and energy saving technique now being... » read more

Dealing With Device Aging At Advanced Nodes
By Ann Mutschler - 10 Sep, 2020 - Comments: 0

Premature aging of circuits is becoming troublesome at advanced nodes, where it increasingly is complicated by new market demands, more stress from heat, and tighter tolerances due to increased density and thinner dielectrics. In the past, aging and stress largely were separate challenges. Those lines are starting to blur for a number of reasons. Among them: In automotive, advanced-node... » read more

Compiling And Optimizing Neural Nets
By Bryon Moyer - 10 Sep, 2020 - Comments: 0

Edge inference engines often run a slimmed-down real-time engine that interprets a neural-network model, invoking kernels as it goes. But higher performance can be achieved by pre-compiling the model and running it directly, with no interpretation — as long as the use case permits it. At compile time, optimizations are possible that wouldn’t be available if interpreting. By quantizing au... » read more

Formal Verification Becoming Critical To Auto Security, Safety
By Ann Mutschler - 09 Sep, 2020 - Comments: 0

Formal verification is poised to take on an increasingly significant role in automotive security, building upon its already widespread use in safety-critical applications. Formal has been essential component of automotive semiconductor verification for some time. Even before the advent of ADAS and semi-autonomous vehicles — and functional safety specifications like ISO 26262 and cybersecur... » read more

New Data Format Boosts Test Analytics
By Anne Meixner - 08 Sep, 2020 - Comments: 0

Demand for more and better data for test is driving a major standards effort, paving the way for one of most significant changes in data formats in years. There is good reason for this shift. Data from device testing is becoming a critical element in test program decisions regarding limits and flows. This is true for everything from automotive and medical components to complex, heterogeneous... » read more

Better Inspection, Higher Yield
By Bryon Moyer - 08 Sep, 2020 - Comments: 0

Wafers can be inspected for large, obvious defects, or for small, subtle ones. The former is referred to as macro-inspection, while the latter is micro-inspection. These processes use different machines with different capital and operating costs, and they might look like competing approaches with different economic returns. In fact, they are complementary tactics that can be balanced within an ... » read more

Far Out AI In Remote Locations
By SE Staff - 08 Sep, 2020 - Comments: 0

There really isn’t anything that you can do on Earth with electronics that you can’t do in space, but it certainly can be a lot harder and take longer to fix is something goes wrong. And as more intelligent electronics are launched into space, the concern over potential failures is growing. AI inferencing has been pushing out further for some time, and it is starting to redefine what con... » read more

Software-Defined Vehicles
By Bryon Moyer - 03 Sep, 2020 - Comments: 1

Automobiles long ago stopped being purely mechanical systems. But as more components are electrified — and, in particular, as the drivetrain is electrified — cars are becoming software-defined vehicles. Some think of such cars as computers on wheels. But as these systems continue to evolve, adding in more assisted and semi-autonomous capabilities, that comparison is looking increasingly ... » read more

Interconnects Emerge As Key Concern For Performance
By Ed Sperling - 03 Sep, 2020 - Comments: 0

Interconnects are becoming increasingly challenging to design, implement and test as the amount of data skyrockets and the ability to move that data through denser arrays of compute elements and memories becomes more difficult. The idea of an interconnect is rather simple, but ask two people what constitutes an interconnect and you're likely to get very different answers. Interconnects are e... » read more

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