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EFTA01803283
Dataset 10
2016-05-01
1p
38w
Subject:
iOS app for
deep learning
painting
To:
Larry Summers; Reid Hoffman; Tenzin Priyadarshi; Jeffrey Epstein; Danny Hillis
From: Sent: Sunday, May 1, 2016 9:52 PM To: Larry Summers; Reid Hoffman; Tenzin Priyadarshi; Jeffrey Epstein; Danny Hillis Subject: iOS app for
deep learning
painting Attachments: Image-1.png; Untitled attachment 00265.txt Dreamscope. by Dreamscope https://appsto.re/us/Mioh9.i 1 EFTA_R1_00146936 EFTA01803283
https://www.justice.gov/epstein/files/DataSet%2010/EFTA01803283.pdf
EFTA02508316
Dataset 11
2018-03-09
2p
781w
Subject:
Re:
From:
jeffrey E. <
[email protected]
>
To:
Joscha Bach
…system one/system two theory). Gary Marcus was there, too, but annoyed =veryone by being too insecure to deal with his incompetence. Did I tell you that I discovered that
Deep Learning
might be best understoo= as Second order Al? First order Al was the classical Al that was started by Marvin Minsky in th= 1950ies, and it worked by figuring out how we (or an abstract system) can=perform a task that requires intelligence, and then implementing that algo=ithm directly…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02508316.pdf
EFTA00863486
Dataset 9
2018-03-09
2p
852w
Subject:
Re:
From:
Joscha Bach
To:
Jeffrey Epstein <
[email protected]
>
…one/system two theory). Gary Marcus was there, too, but annoyed everyone by being too insecure to deal with his incompetence. > Did I tell you that I discovered that
Deep Learning
might be best understood as Second order AI? > First order AI was the classical Al that was started by Marvin Minsky in the 1950ies, and it worked by figuring out how we (or an abstract system) can perform a task that requires intelligence, and then implementing that…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00863486.pdf
EFTA00863049
Dataset 9
2018-03-09
2p
665w
Subject:
Re:
From:
Joscha Bach c:e.
To:
Jeffrey Epstein <
[email protected]
>
…system one/system two theory). Gary Marcus was there, too, but annoyed everyone by being too insecure to deal with his incompetence. Did I tell you that I discovered that
Deep Learning
might be best understood as Second order AI? First order AI was the classical Al that was started by Marvin Minsky in the 1950ies, and it worked by figuring out how we (or an abstract system) can perform a task that requires intelligence, and then implementing that algorithm…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00863049.pdf
EFTA00863520
Dataset 9
2018-03-09
3p
1,006w
Subject:
Re:
From:
"jeffrey E." <
[email protected]
>
To:
Joscha Bach
…see if he could identify an application for his system one/system two theory). Gary Marcus was there, too, but annoyed everyone by being too insecure to deal with his incompetence. > Did I tell you that I discovered that
Deep Learning
might be best understood as Second order AI? > First order AI was the classical Al that was started by Marvin Minsky in the 1950ies, and it worked by figuring out how we (or an abstract system) can…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00863520.pdf
EFTA01746966
Dataset 10
2015-01-19
1p
188w
Subject:
Imagination
From:
Joscha Bach
To:
Jeffrey Epstein <
[email protected]
>
…smime p7s In your stunning and climatically well-endowed paradise, we started a little discussion about imagination. It strikes me as a topic that is both timely and underresearched. It is one of those logical steps that have to happen after what Deep Mind is currently doing: turning
deep learning
networks on their head, by feeding constraints into the learned model and re-expanding it into visual representations and evolving simulations. Tremendously useful if we can get it to work…
https://www.justice.gov/epstein/files/DataSet%2010/EFTA01746966.pdf
EFTA00863127
Dataset 9
2018-03-09
2p
782w
Subject:
Re:
From:
"Jeffrey E." <
[email protected]
>
To:
Joscha Bach <,
…system one/system two theory). Gary Marcus was there, too, but annoyed everyone by being too insecure to deal with his incompetence. Did I tell you that I discovered that
Deep Learning
might be best understood as Second order AI? First order AI was the classical Al that was started by Marvin Minsky in the 1950ies, and it worked by figuring out how we (or an abstract system) can perform a task that requires intelligence, and then implementing that algorithm…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00863127.pdf
EFTA02511253
Dataset 11
2018-03-09
3p
1,015w
Subject:
Re:
From:
jeffrey E. <
[email protected]
>
To:
Joscha Bach
…one/system two theory). Gary Marcus was there, too, but ann=yed everyone by being too insecure to deal with his incompetence. > Did I tell you that I discovered that
Deep Learning
might be best unde=stood as Second order AI? > First order Al was the classical AI that was started by Marvin Minsky =n the 1950ies, and it worked by figuring out how we (or an abstract system= can perform a task that requires intelligence, and then implementing that=algorithm…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02511253.pdf
EFTA02509326
Dataset 11
2018-03-10
3p
1,304w
Subject:
Re:
From:
Joscha Bach <
To:
Jeffrey Epstein
…see if he could identify an =pplication for his system one/system two theory). Gary Marcus was =here, too, but annoyed everyone by being too insecure to deal with his =ncompetence. >> » Did I tell you that I discovered that
Deep Learning
might be best =nderstood as Second order AI? >> » First order Al was the classical Al that was started by Marvin =insky in the 1950ies, and it worked by figuring out how we (or an =bstract system) can…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02509326.pdf
EFTA02476830
Dataset 11
2015-12-25
2p
472w
Subject:
Interesting people, funds etc
From:
Joscha Bach
To:
Jeffrey Epstein
…=iscussions might be Scott Aaronson; you probably know him already. He =s a computational physicist working at MIT. Some interesting folks in the Al community (I met many of them at the =IPS conference in Montreal): Demis Hassabis is the one who started =eepMind, and he has ideas beyond
Deep Learning
. The god fathers of the =ield are currently Geoff Hinton, Yann LeCun and Yoshua Bengio: =specially Bengio is an interesting person to talk to. Jurgen =chmidhuber seems to have…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02476830.pdf
EFTA00307750
Dataset 9
2016-01-29
2p
1,470w
…µe paper µ41 accounts p.451 hot issue in Cyprus µS2 Go. a complex game popular in Asia. has I ustrated the efforts of artificial-intelligence researchers fordecades. ARTIFICIAL INTELLIGENCE Google masters Go
Deep-learning
software excels at complex ancient board game. BY ELIZABETH GIBNEY reveals in research published in Nature on famously beat grandmaster Garry Kasparov in 27 January'. It also defeated its silicon-based 1997, was explicitly programmed to win at the computer has beaten a human rivals…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00307750.pdf
EFTA01103509
Dataset 9
10p
4,523w
…Karnowski, "A
deep learning
architecture comprising homogeneous cortical circuits for scalable spatiotemporal pattern inference." NIPS 2009 Workshop on
Deep Learning
for Speech Recognition and Related Applications, Dec 2009. 7. Thomas P. Karnowski, Itamar Arel, Derek Rose: Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA 2010: 883-888 8. Goertzel, Ben (2011). Integrating a Compositional Spatiotemporal
Deep Learning
Network with Symbolic Representation/Reasoning within an Integrative Cognitive Architecture via an Intermediary Semantic Network. Proceedings of AAAI Symposium on Cognitive…
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103509.pdf
EFTA01103525
Dataset 9
2013-01-16
10p
4,658w
…Karnowski, "A
deep learning
architecture comprising homogeneous cortical circuits for scalable spatiotemporal pattern inference." NIPS 2009 Workshop on
Deep Learning
for Speech Recognition and Related Applications, Dec 2009. 7. Thomas P. Karnowski, Itamar Arel, Derek Rose: Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA 2010: 883-888 8. Goertzel, Ben (2011). Integrating a Compositional Spatiotemporal
Deep Learning
Network with Symbolic Representation/Reasoning within an Integrative Cognitive Architecture via an 3 Figures via personal communication from Mark Tilden. founder…
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103525.pdf
EFTA01137423
Dataset 9
10p
4,485w
…Karnowski, "A
deep learning
architecture comprising homogeneous cortical circuits for scalable spatiotemporal pattern inference." NIPS 2009 Workshop on
Deep Learning
for Speech Recognition and Related Applications, Dec 2009. 7. Thomas P. Karnowski, Itamar Arel, Derek Rose: Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA 2010: 883-888 8. Goertzel, Ben (2011). Integrating a Compositional Spatiotemporal
Deep Learning
Network with Symbolic Representation/Reasoning within an Integrative Cognitive Architecture via an Intermediary Semantic Network. Proceedings of AAAI Symposium on Cognitive…
https://www.justice.gov/epstein/files/DataSet%209/EFTA01137423.pdf
EFTA02340505
Dataset 11
2016-06-03
2p
267w
Subject:
Call for submissions--Wolfram Technology Conference
From:
Wolfram Events Team <
[email protected]
>
To:
[email protected]
From: Wolfram Events Team <
[email protected]
> Sent: Friday, June 3, 2016 12:47 AM To:
[email protected]
Subject: Call for submissions--Wolfram Technology Conference Connected devices. Data science.
Deep learning
. If it's groundbreaking tech, it'll be at the 2016 Wolfram Technology Conference, held just steps away from Wolfram headquarters on October 18-21, 2016. Secure your spot to share your work with the best and brightest by entering submissions for conference talks, hands-on workshops, and…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02340505.pdf
EFTA01787803
Dataset 10
2016-12-09
1p
266w
Subject:
Renewing Contract for 2017
From:
Jeremy Rubin
To:
jeffrey E.
…so - <=div>doing research on some new smart contracting primitive constructionsq=iv> - =80 attempting to mathematically formalize parts of bitcoin programs - =E2 preparing educational materials on Bitcoin conti=uing my work on open source bitcoin software investigating sec=rity properties of
deep learning
algorithms developing a couple of idea= for potentially interesting financial services around liquidity for bitcoin contracts -=s poke at the Digital Garage SF conference on bitcoin development In the next month or so I will be continuing the abo=e as well…
https://www.justice.gov/epstein/files/DataSet%2010/EFTA01787803.pdf
EFTA02341997
Dataset 11
2015-08-08
3p
457w
Subject:
Re: Jeff Hawkins
From:
Joichi Ito
To:
Jeffrey Epstein
…message: From: Joscha Bach Date: August 7, 2015 at 03:22:34 PDT To: Joichi Ito Cc: lyad Rahwan >, Karthik Dinakar Ed Boyden < Subject: Re: Jeff Hawkins Numenta is very timely, since they have been =roposing a
deep learning
style architecture for quite some time. Their =ierarchical Temporal Learning network builds hierarchies of feature =etectors (like everybody these days) and focuses on temporal distance =earning. On the surface, the claims are similar to =chmidhuber's/Hochreiter's LSTM…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02341997.pdf
EFTA02438168
Dataset 11
3p
797w
Subject:
Re:
To:
Jeffre E UMn'eevacalion mail.com
…basic philosophy as Poggio ... the difference is that Poggio is focusing on brain modeling whereas Itamar is trying to build AGI. Which allows Itamar to insert architectural features (like extensive feedback connections) whose biological details aren't yet known. At the Industry Day for the DARPA
Deep Learning
BAA (a few months ago), Itamar and I talked to the guys who are working on commercializing Poggio's stuff for image and video classification, and they said they are having a…
https://www.justice.gov/epstein/files/DataSet%2011/EFTA02438168.pdf
EFTA00771281
Dataset 9
2009-10-12
2p
814w
Subject:
Re:
To:
Jeffrey Epstein <
[email protected]
>
…basic philosophy as Poggio ... the difference is that Poggio is focusing on brain modeling whereas Itamar is trying to build AGI. Which allows Itamar to insert architectural features (like extensive feedback connections) whose biological details aren't yet known. At the Industry Day for the DARPA
Deep Learning
BAA (a few months ago), Itamar and I talked to the guys who are working on commercializing Poggio's stuff for image and video classification, and they said they are having a…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00771281.pdf
EFTA00624128
Dataset 9
2013-09-19
555p
225,621w
…26.6.5 Discussion 140 26.7 Interfacing the Atomspace with a
Deep Learning
Based Perception-Action Hierarchy 140 26.7.1 Hierarchical Perception Action Networks 141 26.7.2 Declarative Memory 142 26.7.3 Sensory Memory 142 26.7.4 Procedural Memory 142 26.7.5 Episodic Memory 143 26.7.6 Action Selection and Attention Allocation 144 26.8 Multiple Interaction Channels 144 27 Integrating CogPrime with a Compositional Spatiotemporal
Deep Learning
Network 147 27.1 Introduction…
https://www.justice.gov/epstein/files/DataSet%209/EFTA00624128.pdf
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