neuromorphic, Twitter, 8/13/2019 3:24:35 PM, 206647


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neuromorphic_2019-08-13_08-07-26.xlsx
neuromorphic_2019-08-13_08-07-26.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 13, 2019
Short Description:
neuromorphic via NodeXL http://bit.ly/2YHUTMd
@mvollmer1
@nowthisnews
@schmarzo
@intel
@marcusborba
@zach_wambugu
@physicsworld
@rosenchild
@aitechmeme
@machinelearntec

Top hashtags:
#chip
#ai
#iot
#innovation
#neuromorphic
#artificialintelligence
#machinelearning

Description:
Description
The graph represents a network of 888 Twitter users whose recent tweets contained "neuromorphic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 August 2019 at 15:14 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 21-minute period from Sunday, 04 August 2019 at 14:50 UTC to Tuesday, 13 August 2019 at 15:11 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 888
Unique Edges : 3771
Edges With Duplicates : 745
Total Edges : 4516
Self-Loops : 145
Reciprocated Vertex Pair Ratio : 0.00643335048893464
Reciprocated Edge Ratio : 0.0127844541038098
Connected Components : 105
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 586
Maximum Edges in a Connected Component : 3600
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.627892
Graph Density : 0.00496536559107021
Modularity : 0.538237
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[34] https://www.pbs.org/wgbh/nova/article/neuromorphic-chip-bicycle/
[18] https://physicsworld.com/a/neuron-inspired-electrical-model-goes-quantum/
[7] https://www.intel.ai/exploring-neuromorphic-computing-for-ai-why-spikes-part-two/
[6] https://twitter.com/RichardEudes/status/1159109690888003584
[6] http://neuromorphic-technologies.com/
[5] https://twitter.com/mvollmer1/status/1158407476137660416
[5] https://www.zdnet.com/article/chinas-bizarre-chip-pumps-up-the-hype-in-a-i/
[5] https://www.lesswrong.com/posts/FoJSa8mgLPT83g9e8/jeff-hawkins-on-neuromorphic-agi-within-20-years
[4] https://spectrum.ieee.org/tech-talk/semiconductors/processors/first-programmable-memristor-computer
[4] https://t.co/aGe4EbJ0PA

Top URLs in Tweet in G1:
[8] https://www.pbs.org/wgbh/nova/article/neuromorphic-chip-bicycle/
[6] https://twitter.com/RichardEudes/status/1159109690888003584
[1] https://twitter.com/marcusborba/status/1160756339636867072
[1] https://twitter.com/i/web/status/1160756339636867072

Top URLs in Tweet in G2:
[3] https://twitter.com/mvollmer1/status/1158407476137660416

Top URLs in Tweet in G3:
[8] https://www.pbs.org/wgbh/nova/article/neuromorphic-chip-bicycle/
[4] https://www.lesswrong.com/posts/FoJSa8mgLPT83g9e8/jeff-hawkins-on-neuromorphic-agi-within-20-years
[3] https://www.zdnet.com/article/chinas-bizarre-chip-pumps-up-the-hype-in-a-i/
[3] https://twinybots.ch/
[3] https://www.i-programmer.info/news/105-artificial-intelligence/13001-chinas-tianjic-chip-rides-a-bike.html
[2] https://twitter.com/mvollmer1/status/1158407476137660416
[2] https://arxiv.org/abs/1908.02728
[1] https://blog.iammarketingmedia.com/global-photonic-neuromorphic-chip-market-technology-2019-aerospace-defense-it-telecom-automotive-medical-industrial-market-reports/?utm_campaign=marketing-technology&utm_medium=twitter&utm_source=twitter
[1] https://www.intel.com/content/www/us/en/research/neuromorphic-computing.html
[1] https://link.springer.com/article/10.1007/s00422-019-00797-7

Top URLs in Tweet in G6:
[2] https://spectrum.ieee.org/tech-talk/semiconductors/processors/first-programmable-memristor-computer
[1] https://newsroom.intel.com/news/intels-pohoiki-beach-64-chip-neuromorphic-system-delivers-breakthrough-results-research-tests/?spredfast-trk-id=sf216683194#gs.rr11lf
[1] https://www.designnews.com/ZZqX
[1] https://venturebeat.com/2019/07/15/intels-pohoiki-beach-is-a-neuromorphic-computer-capable-of-simulating-8-million-neurons/
[1] https://www.microchip.com/en/pressreleasepage/enhancing-system-architecture-implementation-for-ai-applications?utm_campaign=memBrainNeuromorphicMemorySolution&utm_source=twitter.com&utm_medium=Post&utm_content=Corporate_SharePoint43683.4375
[1] https://www.linkedin.com/slink?code=g7yFkVY
[1] https://www.linkedin.com/slink?code=g7mUVHW
[1] https://www.linkedin.com/slink?code=g87E2xd
[1] https://www.linkedin.com/slink?code=gizUrwk
[1] https://www.embedded-computing.com/news/microchip-launches-analog-embedded-superflash-technology-for-ai-applications

Top URLs in Tweet in G7:
[2] https://numenta.com/blog/2018/03/14/neuromorphic-chip-modeling-dendritic-spikes/
[2] http://www.techtimes.com/articles/77610/20150818/ibm-creates-neuromorphic-chip-powerful-rodents-brain.htm
[2] https://newsroom.intel.com/editorials/intel-creates-neuromorphic-research-community/
[2] https://mspoweruser.com/intel-announce-self-learning-neuromorphic-chip-1-million-times-faster-previous-designs/
[1] https://sciencetrends.com/building-smarter-scalable-hardware-for-artificial-intelligence/
[1] https://www.lesswrong.com/posts/FoJSa8mgLPT83g9e8/jeff-hawkins-on-neuromorphic-agi-within-20-years
[1] https://readyforsocial.com/f31d2c6ddcb

Top URLs in Tweet in G8:
[17] https://physicsworld.com/a/neuron-inspired-electrical-model-goes-quantum/
[1] https://www.qutisgroup.com/
[1] https://twitter.com/qutis3/status/1159825126851899394

Top URLs in Tweet in G9:
[1] https://fuse.wikichip.org/news/2611/darpa-eri-hive-and-intel-puma-graph-processor/

Top URLs in Tweet in G10:
[2] https://www.intel.ai/exploring-neuromorphic-computing-for-ai-why-spikes-part-one/?utm_campaign=2019-Q3-AI-AI-Always-On-IntelAI_FB&utm_source=twitter&utm_medium=social&utm_content=neuromorphic_Static_DMT_CSTM&utm_keyword=NA&cid=2019-Q3-AI-AI-Always-On-IntelAI_FB&spredfast-trk-id=sf217017777
[2] https://www.intel.ai/exploring-neuromorphic-computing-for-ai-why-spikes-part-two/?spredfast-trk-id=sf217098651#gs.u1wj89
[1] https://www.intel.ai/exploring-neuromorphic-computing-for-ai-why-spikes-part-one/?utm_campaign=2019-Q3-AI-AI-Always-On-IntelAI_FB&utm_source=twitter&utm_medium=social&utm_content=exploring_Static_DMT_CSTM&utm_keyword=NA&cid=2019-Q3-AI-AI-Always-On-IntelAI_FB&spredfast-trk-id=sf215969840
[1] https://www.linkedin.com/slink?code=gSvwr6v
[1] https://dy.si/Xz5uD
[1] https://dy.si/oih1CS2

Top Domains
Top Domains in Tweet in Entire Graph:
[35] pbs.org
[18] physicsworld.com
[17] twitter.com
[16] linkedin.com
[14] intel.ai
[10] neuromorphic-technologies.com
[9] instagram.com
[9] ieee.org
[8] t.co
[6] readyforsocial.com

Top Domains in Tweet in G1:
[8] twitter.com
[8] pbs.org

Top Domains in Tweet in G2:
[3] twitter.com

Top Domains in Tweet in G3:
[9] pbs.org
[9] instagram.com
[7] linkedin.com
[5] gadgetsnow.website
[4] twitter.com
[4] lesswrong.com
[3] zdnet.com
[3] ieee.org
[3] twinybots.ch
[3] i-programmer.info

Top Domains in Tweet in G6:
[4] linkedin.com
[2] ieee.org
[1] intel.com
[1] designnews.com
[1] venturebeat.com
[1] microchip.com
[1] embedded-computing.com

Top Domains in Tweet in G7:
[2] numenta.com
[2] techtimes.com
[2] intel.com
[2] mspoweruser.com
[1] sciencetrends.com
[1] lesswrong.com
[1] readyforsocial.com

Top Domains in Tweet in G8:
[17] physicsworld.com
[1] qutisgroup.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] wikichip.org

Top Domains in Tweet in G10:
[5] intel.ai
[2] dy.si
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[480] chip
[333] ai
[217] iot
[213] innovation
[113] neuromorphic
[54] artificialintelligence
[29] machinelearning
[18] iamintel
[18] neuralnetworks
[16] datascience



Top Hashtags in Tweet in G1:
[257] chip
[42] ai
[33] neuromorphic
[14] datascience
[12] artificialintelligence
[10] iot
[10] innovation
[10] machinelearning
[7] ds
[3] neuralnetworks

Top Hashtags in Tweet in G2:
[155] chip
[150] ai
[143] innovation
[142] iot
[5] neuromorphic
[3] artificialintelligence
[2] robotics
[2] artificialinteligence
[2] machinelearning
[2] neuroscience

Top Hashtags in Tweet in G3:
[16] neuromorphic
[15] ai
[10] iamintel
[9] artist
[9] painting
[9] uprooted
[9] natachasochat
[9] makingroots
[9] 5points_gallery
[9] latina

Top Hashtags in Tweet in G4:
[59] chip
[55] ai
[55] iot
[55] innovation

Top Hashtags in Tweet in G5:
[3] neuromorphic
[3] quantumcomputing
[3] ai
[3] ml
[3] dl
[3] iot
[2] hpc
[2] bigdata
[2] tech
[2] robotics

Top Hashtags in Tweet in G6:
[21] neuromorphic
[17] ai
[9] artificialintelligence
[5] computerscience
[5] ml
[5] dl
[3] edge
[3] iamintel
[2] neuralnetwork
[2] deeplearning

Top Hashtags in Tweet in G7:
[6] ai
[2] bigdata
[2] brain
[2] analytics
[2] intel
[2] watson
[1] catapult

Top Hashtags in Tweet in G8:
[15] quantum
[15] neuromorphic
[1] chip

Top Hashtags in Tweet in G10:
[12] intelai
[11] neuralnetworks
[2] neuralnetwork
[1] neuromorphic
[1] ai
[1] iamintel
[1] aiforgood
[1] artificialintelligence

Top Words
Top Words in Tweet in Entire Graph:
[760] Words in Sentiment List#1: Positive
[77] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[21788] Non-categorized Words
[22625] Total Words
[698] neuromorphic
[625] #ai
[607] chip
[593] brain
[567] human

Top Words in Tweet in G1:
[289] #ai
[286] chip
[286] action
[286] modeled
[286] human
[286] brain
[285] example
[284] mvollmer1
[258] #machinelearning
[257] neuromorphic

Top Words in Tweet in G2:
[163] #ai
[161] chip
[161] human
[161] brain
[158] action
[158] modeled
[157] neuromorphic
[155] #chip
[155] #innovation
[154] #iot

Top Words in Tweet in G3:
[51] neuromorphic
[19] chip
[18] computing
[16] #neuromorphic
[15] #ai
[14] new
[12] ai
[10] bicycle
[10] #iamintel
[9] #artist

Top Words in Tweet in G4:
[59] example
[59] neuromorphic
[59] chip
[59] action
[59] #chip
[59] modeled
[59] human
[59] brain
[59] nowthisnews
[59] #ai

Top Words in Tweet in G5:
[12] semicvet50
[12] montynishimura
[12] brindusab1
[12] bperrionni
[12] ritacobix
[12] amparofashion
[12] papryka5
[12] pasqualetotaro
[12] dianadep1
[12] gaiagaudenzi

Top Words in Tweet in G6:
[26] neuromorphic
[24] #ai
[23] brain
[21] human
[21] #neuromorphic
[20] chip
[15] #artificialintelligence
[15] ipfconline1
[15] evankirstel
[14] system

Top Words in Tweet in G7:
[14] neuromorphic
[12] chip
[6] designs
[6] ibm
[6] loihi
[6] #ai
[4] recently
[4] jack
[4] kendall
[4] gordonhwilson

Top Words in Tweet in G8:
[16] brain
[15] electrical
[15] circuit
[15] behaviour
[15] operate
[15] #quantum
[15] regime
[15] #neuromorphic
[6] quantum
[3] neuromorphic

Top Words in Tweet in G9:
[18] intel
[18] keen
[18] talk
[18] xpus
[18] nowadays
[18] cpu
[18] gpu
[18] fpga
[18] deep
[18] learning

Top Words in Tweet in G10:
[20] #intelai's
[20] spikes
[13] research
[12] brain
[12] neurons
[11] part
[11] #neuralnetworks
[11] fast
[11] learning
[11] inside

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[548] human,brain
[521] chip,action
[520] neuromorphic,chip
[516] modeled,human
[483] brain,nowthisnews
[478] #chip,modeled
[476] action,#chip
[476] #ai,#iot
[475] example,neuromorphic
[475] #iot,#innovation

Top Word Pairs in Tweet in G1:
[286] chip,action
[286] modeled,human
[286] human,brain
[257] neuromorphic,chip
[257] action,#chip
[257] #chip,modeled
[257] brain,nowthisnews
[256] example,neuromorphic
[256] #ai,#iot
[256] #iot,#innovation

Top Word Pairs in Tweet in G2:
[161] human,brain
[158] chip,action
[158] modeled,human
[155] neuromorphic,chip
[155] #chip,modeled
[153] action,#chip
[153] brain,nowthisnews
[153] #ai,#iot
[153] #iot,#innovation
[146] example,neuromorphic

Top Word Pairs in Tweet in G3:
[14] neuromorphic,computing
[9] #artist,#painting
[9] #painting,#uprooted
[9] #uprooted,#natachasochat
[9] #natachasochat,#makingroots
[9] #makingroots,#5points_gallery
[9] #5points_gallery,#latina
[9] #latina,#contemporaryart
[9] #contemporaryart,#natachasochatart
[9] #natachasochatart,#inmygarden

Top Word Pairs in Tweet in G4:
[59] example,neuromorphic
[59] neuromorphic,chip
[59] chip,action
[59] action,#chip
[59] #chip,modeled
[59] modeled,human
[59] human,brain
[59] brain,nowthisnews
[59] #ai,#iot
[59] #iot,#innovation

Top Word Pairs in Tweet in G5:
[12] montynishimura,brindusab1
[12] ritacobix,amparofashion
[12] amparofashion,papryka5
[12] papryka5,pasqualetotaro
[12] pasqualetotaro,dianadep1
[12] dianadep1,gaiagaudenzi
[12] gaiagaudenzi,yebosfaye
[12] yebosfaye,biagio960
[12] biagio960,sergey_silkin
[12] sergey_silkin,agustin_gut

Top Word Pairs in Tweet in G6:
[21] human,brain
[13] pohoiki,beach
[10] future,now
[10] now,8
[10] 8,million
[10] million,neurons
[10] neurons,#neuromorphic
[10] #neuromorphic,system
[10] system,pohoiki
[10] beach,simulates

Top Word Pairs in Tweet in G7:
[10] neuromorphic,chip
[4] recently,jack
[4] jack,kendall
[4] kendall,gordonhwilson
[4] gordonhwilson,rain__ai
[4] rain__ai,numenta
[4] numenta,office
[4] office,talking
[4] talking,brilliant
[4] brilliant,neuromorphic

Top Word Pairs in Tweet in G8:
[15] electrical,circuit
[15] circuit,brain
[15] brain,behaviour
[15] behaviour,operate
[15] operate,#quantum
[15] #quantum,regime
[15] regime,#neuromorphic
[2] awesome,highlight
[2] highlight,work
[2] work,led

Top Word Pairs in Tweet in G9:
[18] intel,keen
[18] keen,talk
[18] talk,xpus
[18] xpus,nowadays
[18] nowadays,cpu
[18] cpu,gpu
[18] gpu,fpga
[18] fpga,deep
[18] deep,learning
[18] learning,asic

Top Word Pairs in Tweet in G10:
[11] inside,brain
[11] brain,spikes
[11] spikes,convey
[11] convey,vast
[11] vast,majority
[11] majority,information
[11] information,between
[11] between,neurons
[11] neurons,missing
[11] missing,#neuralnetwork

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nowthisnews
@mvollmer1
@heinzvhoenen
@spirosmargaris
@akwyz
@yuhelenyu
@frronconi
@pascal_bornet
@fabriziobustama
@mirko_ross

Top Mentioned in G1:
@mvollmer1
@nowthisnews
@topcybernews
@haroldsinnott
@heinzvhoenen
@richardeudes
@paula_piccard
@mhiesboeck
@alvinfoo
@kashthefuturist

Top Mentioned in G2:
@nowthisnews
@heinzvhoenen
@frronconi
@pascal_bornet
@fabriziobustama
@mirko_ross
@spirosmargaris
@akwyz
@yuhelenyu
@chboursin

Top Mentioned in G4:
@nowthisnews
@paula_piccard
@haroldsinnott
@mhiesboeck
@alvinfoo
@kashthefuturist
@antgrasso
@andi_staub
@topcybernews
@tamaramccleary

Top Mentioned in G5:
@montynishimura
@brindusab1
@ritacobix
@amparofashion
@papryka5
@pasqualetotaro
@dianadep1
@gaiagaudenzi
@yebosfaye
@biagio960

Top Mentioned in G6:
@ipfconline1
@evankirstel
@grattonboy
@nowthisnews
@mikequindazzi
@jblefevre60
@spirosmargaris
@fabiomoioli
@grattongirl
@afigueiredo

Top Mentioned in G7:
@numenta
@gordonhwilson
@rain__ai
@cdmaver
@humanbrainproj
@ibm
@microsoft
@azure

Top Mentioned in G8:
@upvehu
@ikerbasque
@dipcehu
@nanogune
@nowthisnews
@mvollmer1

Top Mentioned in G10:
@isochronicmike

Top Tweeters
Top Tweeters in Entire Graph:
@henrirouen
@sectest9
@huskorkut
@marionspekker
@monicasloves
@ejlazar
@nieuwemarlean
@evankirstel
@mhall55nine
@jilliemary

Top Tweeters in G1:
@sectest9
@itknowingness
@nancyrubin
@adnanserpen
@rjlayalawilt
@franjota
@maperez324
@fmfrancoise
@inside_out_out
@benjami

Top Tweeters in G2:
@billnigh
@swissbusiness
@akwyz
@gvalan
@ericserati68
@forbes
@parvez1
@kuriharan
@ssxman2
@openmarketingtv

Top Tweeters in G3:
@iam__network
@twelvebot
@gohsuket
@oldtimer1968
@googletrendson1
@homesatmetacoda
@zenamobrien
@aifinityholding
@riczwest
@stephenpiment

Top Tweeters in G4:
@nomoreslaves
@michaelpurvis64
@tuija_tuijam
@cheekypromo
@fabienprevots
@topcybernews
@tamaramccleary
@paula_piccard
@jonathanotcher1
@benjones1k

Top Tweeters in G5:
@henrirouen
@huskorkut
@marionspekker
@monicasloves
@ejlazar
@nieuwemarlean
@mhall55nine
@jilliemary
@mojobag4u
@eoff_sylvia

Top Tweeters in G6:
@evankirstel
@john1966olsen
@grattonboy
@grattongirl
@jacobussystems
@ipfconline1
@newsneus
@o_g_log
@johnnosta
@therudingroup

Top Tweeters in G7:
@pardoe_ai
@mspoweruser
@severinelienard
@azure
@rhyolight
@microsoft
@ibm
@lionelbisschoff
@solarcycle28
@intelnews

Top Tweeters in G8:
@helengavaghan
@raihanwirad
@0happening2010
@zach_wambugu
@ramonlapina
@miyamoto_sa_ba
@physicsworld
@upvehu
@asteronx
@dipcehu

Top Tweeters in G9:
@ajberk
@octonion
@profmatsuoka
@t3840
@natashasamani
@philtor
@tsafin
@dayman58
@haoremixman
@kunisuzaki

Top Tweeters in G10:
@rosenchild
@hubbucket
@enerphyschem
@qualityisarul3
@ahmadalabduljab
@teckvado
@innovativesolu
@__kisi__
@sincadena
@intelai