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DATE 2017-02-01

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Key: archive Value: 2017-02-01

Key: id Value: 545987

MESSAGE
DATE 2017-02-11
FROM Ruben Safir
SUBJECT Subject: [Hangout-NYLXS] New Neuronet theory
From hangout-bounces-at-nylxs.com Sat Feb 11 19:09:34 2017
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New study of ferroelectrics offers roadmap to multivalued logic for
neuromorphic computing

https://phys.org/news/2017-02-ferroelectrics-roadmap-multivalued-logic-neur=
omorphic.html



New study of ferroelectrics offers roadmap to multivalued logic for
neuromorphic computing
February 10, 2017 by Louise Lerner
New study of ferroelectrics offers roadmap to multivalued logic for
neuromorphic computing
A team of researchers from Argonne, the Lille University of Science and
Technology and the University of Picardie Jules Verne have laid out a
theoretical map to use ferroelectric material (a class of materials
whose polarization can be controlled with electric fields) to process
information using multivalued logic -- a leap beyond the simple ones and
zeroes that make up our current computing systems that could let us
process information much more efficiently. The diagram shows the
configurations (yellow dots) where stable energy positions could allow
us to encode information in thin films of ferroelectric material.
Credit: Baudry/Lukyanchuk/Vinokur

Research published Wednesday, in Nature Scientific Reports lays out a
theoretical map to use ferroelectric material to process information
using multivalued logic - a leap beyond the simple ones and zeroes that
make up our current computing systems that could let us process
information much more efficiently.

The language of computers is written in just two symbols=E2=80=94ones and
zeroes, meaning yes or no. But a world of richer possibilities awaits us
if we could expand to three or more values, so that the same physical
switch could encode much more information.

"Most importantly, this novel logic unit will enable information
processing using not only "yes" and "no", but also "either yes or no" or
"maybe" operations," said Valerii Vinokur, a materials scientist and
Distinguished Fellow at the U.S. Department of Energy's Argonne National
Laboratory and the corresponding author on the paper, along with Laurent
Baudry with the Lille University of Science and Technology and Igor
Lukyanchuk with the University of Picardie Jules Verne.

This is the way our brains operate, and they're something on the order
of a million times more efficient than the best computers we've ever
managed to build=E2=80=94while consuming orders of magnitude less energy.

"Our brains process so much more information, but if our synapses were
built like our current computers are, the brain would not just boil but
evaporate from the energy they use," Vinokur said.

While the advantages of this type of computing, called multivalued
logic, have long been known, the problem is that we haven't discovered a
material system that could implement it. Right now, transistors can only
operate as "on" or "off," so this new system would have to find a new
way to consistently maintain more states=E2=80=94as well as be easy to read=
and
write and, ideally, to work at room temperature.

Hence Vinokur and the team's interest in ferroelectrics, a class of
materials whose polarization can be controlled with electric fields. As
ferroelectrics physically change shape when the polarization changes,
they're very useful in sensors and other devices, such as medical
ultrasound machines. Scientists are very interested in tapping these
properties for computer memory and other applications; but the theory
behind their behavior is very much still emerging.

The new paper lays out a recipe by which we could tap the properties of
very thin films of a particular class of ferroelectric material called
perovskites.

According to the calculations, perovskite films could hold two, three,
or even four polarization positions that are energetically stable=E2=80=94"=
so
they could 'click' into place, and thus provide a stable platform for
encoding information," Vinokur said.

The team calculated these stable configurations and how to manipulate
the polarization to move it between stable positions using electric
fields, Vinokur said.

"When we realize this in a device, it will enormously increase the
efficiency of memory units and processors," Vinokur said. "This offers a
significant step towards realization of so-called neuromorphic
computing, which strives to model the human brain."

Vinokur said the team is working with experimentalists to apply the
principles to create a working system.

The study, titled "Ferroelectric symmetry-protected multibit memory
cell," was published February 8.

Explore further: Ferroelectric materials react unexpectedly to strain

More information: Laurent Baudry et al, Ferroelectric symmetry-protected
multibit memory cell, Scientific Reports (2017). DOI: 10.1038/srep42196
-- =

So many immigrant groups have swept through our town
that Brooklyn, like Atlantis, reaches mythological
proportions in the mind of the world - RI Safir 1998
http://www.mrbrklyn.com

DRM is THEFT - We are the STAKEHOLDERS - RI Safir 2002
http://www.nylxs.com - Leadership Development in Free Software
http://www2.mrbrklyn.com/resources - Unpublished Archive
http://www.coinhangout.com - coins!
http://www.brooklyn-living.com

Being so tracked is for FARM ANIMALS and and extermination camps,
but incompatible with living as a free human being. -RI Safir 2013
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  1. 2017-02-01 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] =?utf-8?q?The_lessons_of_Roosevelt=E2=80=99s_fail?=
  2. 2017-02-01 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
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  5. 2017-02-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] In other news, making America safe again
  6. 2017-02-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
  7. 2017-02-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
  8. 2017-02-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
  9. 2017-02-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
  10. 2017-02-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
  11. 2017-02-01 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Let's take a vote on non free speech software
  12. 2017-02-01 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] In other news, making America safe again
  13. 2017-02-01 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] (forw) Re: [skeptic] Let the beheadings
  14. 2017-02-01 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Encryption and the law
  15. 2017-02-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] NP Complete
  16. 2017-02-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Is NYLUG still running meetings?
  17. 2017-02-02 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Is NYLUG still running meetings? | | None since
  18. 2017-02-02 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Is NYLUG still running meetings? | | None since
  19. 2017-02-02 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Is NYLUG still running meetings? | | Your
  20. 2017-02-02 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Is NYLUG still running meetings? | | Your
  21. 2017-02-02 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] anyone know what is this
  22. 2017-02-02 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] anyone know what is this
  23. 2017-02-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] looks like we just got a new lease on life
  24. 2017-02-02 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Fwd: [isoc-ny] FCC Seeks Diverse Stakeholders
  25. 2017-02-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] A Brooklyn Story
  26. 2017-02-02 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] anyone know what is this
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  28. 2017-02-02 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] anyone know what is this
  29. 2017-02-02 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] anyone know what is this
  30. 2017-02-02 IEEE Engineering in Medicine and Biology Society <noreply-at-embs.org> Subject: [Hangout-NYLXS] Your EMB Weekly Newsletter is HERE!!!!
  31. 2017-02-03 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] anyone know what is this
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  36. 2017-02-06 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Subject: [Hangout-NYLXS] , can you provide the addresses of those locations
  37. 2017-02-06 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] , can you provide the addresses of those
  38. 2017-02-06 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] what is important in the digital divide
  39. 2017-02-06 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] paper ramulens work for us all
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  43. 2017-02-07 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] , locations for group meetings;
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  65. 2017-02-09 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Microsoft's new strategy to beat linux | |
  66. 2017-02-09 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Gtk and C++ reference
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  71. 2017-02-09 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: Innovation, opportunities & Israel's future
  72. 2017-02-10 ruben <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] anyone know what is this
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  75. 2017-02-09 Paul Robert Marino <prmarino1-at-gmail.com> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | I
  76. 2017-02-10 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | ...
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  78. 2017-02-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Compiler Papers
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  80. 2017-02-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Shabbat Shalom!
  81. 2017-02-10 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Guess this painting!!
  82. 2017-02-10 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | ...
  83. 2017-02-10 Paul Robert Marino <prmarino1-at-gmail.com> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | ...
  84. 2017-02-10 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | I
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  89. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Mozilla and DRM
  90. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] WebRTC coding in html5
  91. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] WebRTC coding in html5
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  96. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] New Neuronet theory
  97. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Linguistics
  98. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Guess this painting!!
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  100. 2017-02-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Movie of the Week
  101. 2017-02-10 Paul Robert Marino <prmarino1-at-gmail.com> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | I
  102. 2017-02-12 ruben <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] anyone know what is this
  103. 2017-02-12 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] anyone know what is this
  104. 2017-02-12 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] fellowship positition
  105. 2017-02-12 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] aptget
  106. 2017-02-12 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Trump Economics and Lou Costello teaches about a
  107. 2017-02-12 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Guess this painting!!
  108. 2017-02-12 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Name the artist and the work..
  109. 2017-02-13 Gabor Szabo <gabor-at-szabgab.com> Subject: [Hangout-NYLXS] [Perlweekly] #290 - Interview at FOSDEM
  110. 2017-02-01 Dirk Jagdmann <doj-at-cubic.org> Re: [Hangout-NYLXS] Passing encrypted base64 encoded value via href
  111. 2017-02-13 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Guess this painting!!
  112. 2017-02-13 ruben <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Guess this painting!!
  113. 2017-02-13 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Guess this painting!!
  114. 2017-02-13 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Guess this painting!!
  115. 2017-02-13 ISOC-NY announcements <announce-at-lists.isoc-ny.org> Re: [Hangout-NYLXS]
  116. 2017-02-13 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Patent Trolls Delux
  117. 2017-02-13 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Microsofts new stratergy to beat linux | | I
  118. 2017-02-13 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: [isoc-ny] Fwd: EVENT TONIGHT: The Internet of
  119. 2017-02-13 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Fwd: [isoc-ny] Fwd: EVENT TONIGHT: The Internet
  120. 2017-02-13 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Fwd: [isoc-ny] Fwd: EVENT TONIGHT: The Internet
  121. 2017-02-13 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Guess this painting!!
  122. 2017-02-13 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Geological floods
  123. 2017-02-13 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Amature Radio
  124. 2017-02-13 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Amature Radio
  125. 2017-02-13 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Artificial Intelligence Gets Aggressive Without
  126. 2017-02-14 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Geological floods
  127. 2017-02-14 From: "American Museum of Natural History" <mat-at-amnh.org> Subject: [Hangout-NYLXS] Tomorrow Is The Last Day for MAT Applications
  128. 2017-02-14 From: "IEEE The Institute"<tialert-at-ieee.org> Subject: [Hangout-NYLXS] The Institute Online: Can Amazon's Echo Device Help
  129. 2017-02-14 Charlotte Danes <charlotted-at-schoolingadvisor.com> Subject: [Hangout-NYLXS] NYLXS - The Free Software Institute
  130. 2017-02-15 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Just a reminder
  131. 2017-02-15 IEEE Engineering in Medicine and Biology Society <noreply-at-embs.org> Subject: [Hangout-NYLXS] EMBC Paper Submission DEADLINE is
  132. 2017-02-15 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] aptget
  133. 2017-02-15 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] aptget
  134. 2017-02-16 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] aptget
  135. 2017-02-16 ruben <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] chew on this
  136. 2017-02-16 ruben <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Next Picute
  137. 2017-02-16 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Next Picture
  138. 2017-02-16 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] aptget
  139. 2017-02-16 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] aptget
  140. 2017-02-16 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Next Picture
  141. 2017-02-16 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: Sherry
  142. 2017-02-16 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Name the Artist and the Work
  143. 2017-02-16 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] aptget: | | it was not wasted !
  144. 2017-02-16 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] aptget: | | RS: I thought you were an OpenSuse
  145. 2017-02-16 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] aptget: | | RS: I thought you were an OpenSuse
  146. 2017-02-16 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] aptget: | | RS: . Audience was about 70% male (
  147. 2017-02-16 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Next Picture
  148. 2017-02-16 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Next Picture
  149. 2017-02-16 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Next Picture
  150. 2017-02-16 ISOC-NY announcements <announce-at-lists.isoc-ny.org> Subject: [Hangout-NYLXS] [isoc-ny] WEBCAST TONIGHT: The Future of Digital
  151. 2017-02-17 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Living with NASA
  152. 2017-02-17 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] The MTA is so fucked up
  153. 2017-02-17 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] The MTA is so f****d up | | Join the MTA and
  154. 2017-02-17 ruben <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: [isoc-ny] WEBCAST TONIGHT: The Future of
  155. 2017-02-17 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] aptget: | | it was not wasted !
  156. 2017-02-19 Rick Moen <rick-at-linuxmafia.com> Subject: [Hangout-NYLXS] (forw) QA & Tech Support Engineer (NYC)
  157. 2017-02-20 Rick Moen <rick-at-linuxmafia.com> Subject: [Hangout-NYLXS] Duplicity (2009 film)
  158. 2017-02-20 Gabor Szabo <gabor-at-szabgab.com> Subject: [Hangout-NYLXS] [Perlweekly] #291 - FOSDEM videos
  159. 2017-02-20 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] movie of the week
  160. 2017-02-21 ruben <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] technologywith fossils
  161. 2017-02-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] exo-planets
  162. 2017-02-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] in other news
  163. 2017-02-22 Nicholas Rodin <nikbbwil-at-icloud.com> Re: [Hangout-NYLXS] in other news
  164. 2017-02-22 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] in other news
  165. 2017-02-22 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] in other news
  166. 2017-02-22 James E Keenan <jkeen-at-verizon.net> Subject: [Hangout-NYLXS] February social meeting
  167. 2017-02-23 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] | | | Nick: You cannot be removed without
  168. 2017-02-23 Nicholas Rodin <nikbbwil-at-icloud.com> Re: [Hangout-NYLXS] | | | Nick: You cannot be removed without
  169. 2017-02-23 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] | | | Nick: I get way TOO many emails TO both
  170. 2017-02-23 Nicholas Rodin <nikbbwil-at-icloud.com> Re: [Hangout-NYLXS] | | | Nick: I get way TOO many emails TO both
  171. 2017-02-23 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] | | | Nick: I get way TOO many emails TO both
  172. 2017-02-23 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] | | | Nick: I get way TOO many emails TO both
  173. 2017-02-24 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] decision making tree for a euler walk
  174. 2017-02-24 IEEE Engineering in Medicine and Biology Society <noreply-at-embs.org> Subject: [Hangout-NYLXS] Your EMB Weekly Newsletter is HERE!!!!
  175. 2017-02-28 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Peer Review
  176. 2017-02-27 James E Keenan <jkeen-at-verizon.net> Re: [Hangout-NYLXS] February social meeting + upcoming
  177. 2017-02-28 From: "IEEE The Institute"<tialert-at-ieee.org> Subject: [Hangout-NYLXS] The Institute Online: Straight Out of Sci-Fi,
  178. 2017-02-28 Don Brinkman <Don.Brinkman-at-gov.ab.ca> Re: [Hangout-NYLXS] visit

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