Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.
SF Bay ACM
Cognitive Computing With Associative
Memories
Reasoning By Similarity
Paul Hofmann, PhD
CTO Saffron Technology-...
San Francisco Bay Area ACM
www.SFbayACM.org
We combine two very powerful ideas, Associative Memories (also called Deep
Lea...
Upcoming SlideShare
Loading in …5
×

Cognitive computing with associative memories reasoning by similarity

We combine two very powerful ideas, Associative Memories (also called Depp Learning w/o back propagation) and Kolmogorov Complexity for Cognitive Computing in order to make meaning from huge data sets in real time. Associative Memories mimic how humans learn and think but much faster and more powerfully. Saffron Technology has implemented a most efficient Associative Memory storing graphs as matrices in a triple store. The Associative Memory functions as a universal compressor for approximating Kolmogorov Complexity K(x). The universal cognitive distance based on K(x) is used for reasoning by similarity like a super brain.

We'll show use cases from health care @Mt Sinai Hospital in NY - automatic diagnosis of echocardiograms in real time, global risk @The Bill and Melinda Gates Foundation - real time threat scoring reading incoming emails, and maintenance and repair @Boeing - predicting before a part breaks.

Related Books

Free with a 30 day trial from Scribd

See all

Related Audiobooks

Free with a 30 day trial from Scribd

See all
  • Be the first to comment

  • Be the first to like this

Cognitive computing with associative memories reasoning by similarity

  1. 1. SF Bay ACM Cognitive Computing With Associative Memories Reasoning By Similarity Paul Hofmann, PhD CTO Saffron Technology-now Intel Wed 01/27/2014
  2. 2. San Francisco Bay Area ACM www.SFbayACM.org We combine two very powerful ideas, Associative Memories (also called Deep Learning) and Kolmogorov Complexity for Cognitive Computing in order to make meaning from huge data sets in real time. Associative Memories mimic how humans learn and think but much faster and more powerfully. Saffron Technology has implemented a most efficient Associative Memory storing graphs as matrices in a triple store. The Associative Memory functions as a universal compressor for approximating Kolmogorov Complexity K(x). The universal cognitive distance based on K(x) is used for reasoning by similarity like a super brain. We'll show use cases from health care @Mt Sinai Hospital in NY - automatic diagnosis of echocardiograms in real time, global risk @The Bill and Melinda Gates Foundation - real time threat scoring reading incoming emails, and maintenance and repair @Boeing - predicting before a part breaks.

    Be the first to comment

    Login to see the comments

We combine two very powerful ideas, Associative Memories (also called Depp Learning w/o back propagation) and Kolmogorov Complexity for Cognitive Computing in order to make meaning from huge data sets in real time. Associative Memories mimic how humans learn and think but much faster and more powerfully. Saffron Technology has implemented a most efficient Associative Memory storing graphs as matrices in a triple store. The Associative Memory functions as a universal compressor for approximating Kolmogorov Complexity K(x). The universal cognitive distance based on K(x) is used for reasoning by similarity like a super brain. We'll show use cases from health care @Mt Sinai Hospital in NY - automatic diagnosis of echocardiograms in real time, global risk @The Bill and Melinda Gates Foundation - real time threat scoring reading incoming emails, and maintenance and repair @Boeing - predicting before a part breaks.

Views

Total views

211

On Slideshare

0

From embeds

0

Number of embeds

2

Actions

Downloads

5

Shares

0

Comments

0

Likes

0

×