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Dharmendra S. Modha

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Machina Speculatrix

September 14, 2006 By dmodha

W. Grey Walter, a British physiologist, in 1950 and 1951, published two Scientific American articles describing his wonderful Machina Speculatrix (fondly known as Grey Walter’s "turtle").

Walter’s turtles represent a milestone in the conception and design of intelligent machines, and a second generation turtle is preserved at the Smithsonian Institution. Walter Grey’s turtles have inspired Rodney Brooks amongst many others in their quest for building intelligent machines. Walter Freeman has referred to Grey Walter as "Godfather of truly intelligent machines".

A turtle’s brain was built with two valves, two mechanical relays, and two capacitors. On the movement side, a turtle was equipped with three wheels and two motors. One motor powered the front wheel whereas other helped steer the front wheel. On the sense side, a turtle had two receptors. One internal "touch" receptor provided the ability to detect if it had hit an obstacle or an incline — in which case it would stop, back up, and try to navigate around the obstacle. Other external receptor was a photocell. A turtle searched for "moderate level illumination" of where the precise threshold changed with the amount of charge left in its batteries. It was housed in a brightly lit hutch which it found aversive when its batteries were charged and attractive when the batteries were running out. A turtle had an internal status light that went on when it was turning. If it saw its own light in a mirror or a light of another turtle, it would engage in a remarkable turning and backing behavior.

References:

  1. Walter J Freeman, W.Grey Walter: Biographical Essay. Encyclopedia of Cognitive Science(2003) 4: 537-539.
  2. Michael Gasperi’s Machina Speculatrix page.
  3. W. Grey Walter, The Living Brain, W. W. Norton, New York, 1963.
  4. W. Grey Walter, An Imitation of Life, Scientific American, pp. 42-45. May 1950.
  5. W. Grey Walter, A Machine that Learns, Scientific American, pp. 60-63, Aug 1951.

Filed Under: Brain-inspired Computing

Fastest supercomputer to be built by IBM

September 8, 2006 By dmodha

"Computer giant IBM will build the world’s most powerful supercomputer at a US government laboratory."

"The machine, codenamed Roadrunner, could be four times more potent than the current fastest machine, BlueGene/L, also built by IBM."

"The new computer is a "hybrid" design, using both conventional supercomputer processors and the new "cell" chip designed for Sony’s PlayStation 3."

"Roadrunner will be installed at the Los Alamos National Laboratory, New Mexico."  

"The new machine will be able to achieve "petaflop speeds," said IBM."

See original article –>

I wonder what new avenues in computational neuroscience can be opened with such computational power.  On a personal note, I would love to play on this machine!

Filed Under: Brain-inspired Computing

Sample Press Coverage for the 2006 Almaden Institute on Cognitive Computing

August 25, 2006 By dmodha

I am indebted to my colleagues, Sara Delekta Galligan and Jenny Hunter, for compiling the following information:

Red Herring: Q&A: IBM’s Dharmendra Modha (5/6/06)
http://redherring.com/Article.aspx?a=16764&hed=Q%26amp%3bA%3a+IBM%e2%80%99s+Dharmendra+Modha#

ZDNet:  Blueprinting the human brain (5/10/06)
http://news.zdnet.com/2100-9584_22-6071061.html

CNET: Blueprinting the human brain (5/10/06)
https://www.cnet.com/uk/news/blueprinting-the-human-brain-1/

San Francisco Chronicle blog:  The Tech Chronicles:  Hal-like computer simulation rattles brain conference (5/10/06)
http://www.sfgate.com/cgi-bin/blogs/sfgate/detail?blogid=19&entry_id=5076

The J Curve (VC Steve Jurvetson’s blog):  Upload (5/10/06)
http://www.flickr.com/photos/jurvetson/144240941/

The J Curve (VC Steve Jurvetson’s blog):  Art Imitates Life (5/10/06)
http://www.flickr.com/photos/jurvetson/144309398/

Krasnow Director’s Column (Jim Olds–conference attendee) (5/10/06)
http://krasnow.blogspot.com/

CNET: This is your brain on a microchip (5/11/06)
http://news.com.com/This+is+your+brain+on+a+microchip/2100-11395_3-6071404.html

Red Herring: Making Computers Smarter (5/10/06)
http://redherring.com/Article.aspx?a=16834&hed=Making+Computers+Smarter

Pasta & Vinegar: From Artificial Intelligence to Cognitive Computing (5/7/06)
http://tecfa.unige.ch/perso/staf/nova/blog/2006/05/07/from-artifical-intelligence-to-cognitive-computing/

Positive Technology Journal (blog): Cognitive Computing (5/7/06)
http://gaggio.blogspirit.com/archive/2006/05/07/cognitive-computing.html

Ultimate Mind (R & D of the mind blog): (5/9/06)
http://www.cythor.com/cyblogs/index.php?title=2006_almaden_institute_conference_on_cog&more=1&c=1&tb=1&pb=1

Krasnow Director’s Column (Jim Olds–conferenece attendee): Blogging on the road (again)  (5/9/06)
http://krasnow.blogspot.com/

AI in the News (american association for artificial intelligence) (5/6/06)
http://www.aaai.org/aitopics/html/current.html#head

BigNewsNetwork.com: RedHerring Q & A (5/7/06)
http://feeds.bignewsnetwork.com/redir.php?jid=8f0a4dded0fe967e&cat=6034630751577834

Digg.com: Blueprinting the Human Brain (5/10/06)
http://digg.com/science/Blueprinting_The_Human_Brain_
 
TechNews Forum: Mapping the Brain (5/11/06)
http://www.pro-networks.org/forum/viewstory.php?p=622194

BetterHumans.com: 2006 Almaden Institute – Cognitive Computing (6/11/06)
http://www.betterhumans.com/blogs/sagan/archive/2006/06/11/8143.aspx

Red Herring: Q&A– Gerald Edelman (6/26/06)
http://redherring.com/Article.aspx?a=17326&hed=Q%26amp%3bA%3a+Gerald+Edelman

New York Times: Brainy Robots Start Stepping Into Daily Life (7/18/06)
http://www.nytimes.com/2006/07/18/technology/18brain.html?pagewanted=2&th&emc=th

United Press International: NewsTrack- Robots are becoming part of everyday life (7/18/06)
http://www.upi.com/NewsTrack/view.php?StoryID=20060718-111526-7703r

Digg.com: Brainy Robots Start Stepping Into Daily Life (7/18/06)
http://digg.com/tech_news/Brainy_Robots_Start_Stepping_Into_Daily_Life

International Herald Tribune: Brainy Robots Roll Towards Real World (7/18/06)
http://www.iht.com/articles/2006/07/18/business/brain.php

Amherst Times (NY): Brainy Robots Start Stepping Into Daily Life (7/18/06)
http://www.amhersttimes.com/index.php?option=com_content&task=view&id=2216&Itemid=27

Tuscaloosa News (AL): Brainy Robots Start Stepping Into Daily Life (7/18/06)
http://www.tuscaloosanews.com/apps/pbcs.dll/article?AID=/20060718/ZNYT01/607180368

The Ledger (FL): Brainy Robots Stepping Into Daily Life (7/18/06)
http://www.theledger.com/apps/pbcs.dll/article?AID=/20060718/ZNYT01/607180413/1001/BUSINESS

Spartenburg Herald (SC): Brainy Robots Stepping Into Daily Life(7/18/06)
http://www.goupstate.com/apps/pbcs.dll/article?AID=/20060718/ZNYT01/607180352/1051/news01

AOLNews.com: Brainy Robots Stepping Into Daily Life(7/18/06)
http://articles.news.aol.com/news/_a/brainy-robots-start-stepping-into-daily/20060718104109990006

Red Herring: Dartmouth Marks AI’s Birthday (7/16/06)
http://www.redherring.com/Article.aspx?a=17590&hed=Dartmouth+Marks+AI+Anniversary&sector=Capital&subsector=EconomyAndPolicy

Red Herring, print issue: Computers That Think, Really (8/7/06)
http://redherring.com/Article.aspx?a=18008&hed=Computers+That+Think%2c+Really

ZDNet: Putting your brain on a microchip (5/12/06)
http://insight.zdnet.co.uk/hardware/emergingtech/0,39020439,39268542,00.htm

< p>Global Research: Blueprinting the human brain
http://www.globalresearch.ca/index.php?context=viewArticle&code=20060516&articleId=2453

Bellacio:  Blueprinting the human brain
http://bellaciao.org/en/article.php3?id_article=11977

The Latest Brain Injury News and Developments: 3D Computer Stimulation of Human Brain (5/22/06)
http://braininjury.blogs.com/braininjury/2006/05/3d_computer_sti.html

Read This Blog! High Order Ignorance (5/10/06)
http://readthisblog.net/2006/05/10/

Read This Blog! Avoiding Deepest Ignorance (5/11/06)
http://readthisblog.net/2006/05/11/avoiding-deepest-ignorance/

KurzweilAI.net Newsletter: Almaden Institute’s ‘Cognitive Computing’ videos available online (6/5/06)
http://www.kurzweilai.net/almaden-institute-s-cognitive-computing-videos-available-online

Inorganic Brain: Awesome!!! web site and information (06/05/06)
http://blog.myspace.com/index.cfm?fuseaction=blog.view&friendID=36024782&blogID=129334010

Traveling Through the Wire: Almaden Institute’s Cognitive Computing Videos (6/6/06)
http://www.lvx23.com/weblog/archives/2006/06/cognitive_compu.html

LVX23Cab Driver for the Soul (6/6/06)
http://www.lvx23.com/weblog/archives/2006/06/cognitive_compu.html

Filed Under: Accomplishments, Brain-inspired Computing, Press

“anthromorphizing robots and deconstructing humans”

August 22, 2006 By dmodha

Today, at Almaden, we had a wonderful time with David Calkins who is the President of the Robotics Society of America.

David gave an engaging talk describing several robots: Sony’s Aibo, Honda’s Asimo, Kawada’s Promet, TMSUK, Kokoro Dreams’ Dinosaurs, Actroid, Sony’s QRIO, a traffic directing robot, Stanford’s Stanley, and Sanryu’s fire-fighting robot. He also reported seeing trumpet playing robots from Toyota! It is quite interesting to note that most robots on this list are made in Japan.

He described several competitions, for example, Trinity College’s Fire Fighting Home Robot Contest.

He lamented the fact that Sony sunset Aibo and QRIO.

He described a number of fascinating potential applications: remembering names at a cocktail party, reading emails, building a relationship with elderly and young, early detection of lonely dead people in homes, entertainment, security, fire-fighting, etc. Without mincing words, he said that we need robots for (guilt-free) "slavery"!

We had an obligatory discussion on whether robots will take over the world!

People feel intimidated when dealing with robots that are taller than themselves. This explains the size of Honda’s Asimo.

Looking to the future, the basic thought is that while we can build extremely smart mechanical contraptions and equip them with complicated "if-then-else" rules, these machines do not possess cognitive intelligence. For example, it is hard to recognize faces, to detect dirty clothes, to distinguish a dangerous fire from a pleasant fireplace or just a hot light bulb, or to distinguish a real person from a photograph. He feels that cognitive intelligence will eventually be conquered, but machines exhibiting consciousness will never be built.

He ended with a beautiful statement that he is (and, sometimes, all of us are) guilty of "anthromorphizing robots and deconstructing humans". He is currently searching for a definition of a robot!

Filed Under: Brain-inspired Computing, Interesting People

Manager of Cognitive Computing Group

August 22, 2006 By dmodha

Today, yours truly was named Manager of Cognitive Computing Group at IBM’s Almaden Research center.

I will keep you posted about activities of my group as time progresses. BTW, we are hiring: researchers, post-docs, co-op students (interns), and short-term academic visitors.

Filed Under: Accomplishments, Brain-inspired Computing, Positions

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