Machine Learning with Prior Knowledge

Machine Learning with Prior Knowledge
by Bernard Murphy on 08-09-2018 at 7:00 am

I commented recently on limitations in deep learning (DL), one of which is the inability to incorporate prior knowledge, like basic laws of mathematics or physics. Typically, understanding in DL must be inferred from the training set, which in a general sense cannot practically cover prior knowledge. Indeed one of the selling… Read More


SEMICON Day 2: Outlook and Keynote Panel

SEMICON Day 2: Outlook and Keynote Panel
by Paul McLellan on 07-15-2015 at 7:00 am

The second day of SEMICON West opened with a press conference. Since it was at 7.30 in the morning we all needed the coffee that they provided. For those of us that remember the glory days of DAC some of the statistics were depressing:

  • 45th year (hey, we got them beat on at least one statistic)
  • 692 exhibitors
  • 136 new exhibitors (about
Read More

Sebastian Thrun: Self-driving cars, MOOCs, Google Glass and more

Sebastian Thrun: Self-driving cars, MOOCs, Google Glass and more
by Paul McLellan on 03-31-2014 at 4:00 pm

Sebastian Thrun gave a fascinating keynote at SNUG last week. It didn’t have that much to do with IC design but he discussed 3 projects that he had been involved with. Anyone would be happy to have just one of these projects on their resume but he has all these (and more).

The first is the Google self-driving car. This project actually… Read More


Imagination Has More Stuff Than You…Imagine

Imagination Has More Stuff Than You…Imagine
by Paul McLellan on 08-29-2013 at 1:04 pm

Image RemovedImagination seems to be well known for a couple of things. Firstly, everyone knows that it is the graphics processor used in the iPhone and the iPad and lots of other phones. And they know that Imagination acquired MIPS at the start of this year.

But what people don’t seem to really appreciate is just what a huge … Read More


2nd International RRAM Workshop at Stanford

2nd International RRAM Workshop at Stanford
by Ed McKernan on 10-24-2012 at 5:00 pm

Image RemovedThe 2nd International Workshop on Resistive RAM. The workshop was the second installment of an annual series organized by Stanford University and the Belgian research institute Imec. Like most RRAM workshops, this year’s event featured talks focusing on the physics of RRAM devices and their underlying … Read More