--- Log opened Tue Aug 08 00:00:10 2017 --- Day changed Tue Aug 08 2017 00:00 -!- augur [~augur@208.66.31.98] has joined ##hplusroadmap 00:03 < archels_> .title http://onlinelibrary.wiley.com/doi/10.1002/adhm.201700214/abstract 00:03 < yoleaux> Novel Cranial Implants of Yttria-Stabilized Zirconia as Acoustic Windows for Ultrasonic Brain Therapy - Gutierrez - 2017 - Advanced Healthcare Materials - Wiley Online Library 00:05 -!- augur [~augur@208.66.31.98] has quit [Ping timeout: 276 seconds] 00:22 -!- esmerelda [~mabel@174-24-228-29.tukw.qwest.net] has quit [Changing host] 00:22 -!- esmerelda [~mabel@unaffiliated/jacco] has joined ##hplusroadmap 00:31 -!- Douhet [~Douhet@unaffiliated/douhet] has quit [Ping timeout: 260 seconds] 00:32 -!- Douhet [~Douhet@unaffiliated/douhet] has joined ##hplusroadmap 00:32 -!- preview_ [~quassel@2407:7000:842d:4000::3] has joined ##hplusroadmap 00:32 -!- preview [~quassel@2407:7000:842d:4000::3] has quit [Read error: No route to host] 00:37 -!- augur [~augur@162.245.20.162] has joined ##hplusroadmap 00:39 -!- CRM114 [~urchin@unaffiliated/urchin] has quit [Ping timeout: 258 seconds] 00:42 -!- augur [~augur@162.245.20.162] has quit [Ping timeout: 240 seconds] 00:53 -!- emeraldgreen [~user@92.222.68.248] has joined ##hplusroadmap 00:53 -!- augur [~augur@162.245.20.162] has joined ##hplusroadmap 00:58 -!- CheckDavid [uid14990@gateway/web/irccloud.com/x-foaxdnomacflmlxw] has joined ##hplusroadmap 00:58 -!- augur [~augur@162.245.20.162] has quit [Ping timeout: 268 seconds] 01:05 -!- poppingtonic1 [~brian@105.63.90.61] has quit [Remote host closed the connection] 01:21 -!- emeraldgreen [~user@92.222.68.248] has quit [Ping timeout: 240 seconds] 01:36 -!- emeraldgreen [~user@92.222.68.248] has joined ##hplusroadmap 01:36 -!- emeraldgreen [~user@92.222.68.248] has quit [Client Quit] 01:36 -!- darsie [~darsie@84-113-55-42.cable.dynamic.surfer.at] has joined ##hplusroadmap 01:41 -!- preview_ is now known as preview 02:01 -!- CRM114 [~urchin@unaffiliated/urchin] has joined ##hplusroadmap 02:05 < maaku> "< ybit> atlanta is looking more and more like the city for me if i'm going to be living in the southern united states" <-- I believe that is the first time I've ever heard that said 02:28 -!- jaboja [~jaboja@jaboja.pl] has joined ##hplusroadmap 02:51 -!- bluebear_ [~dluhos@80.95.97.194] has joined ##hplusroadmap 02:52 -!- preview [~quassel@2407:7000:842d:4000::3] has quit [Remote host closed the connection] 03:10 -!- Burn_ [~Burn@pool-96-241-130-178.washdc.fios.verizon.net] has joined ##hplusroadmap 03:11 -!- Burnin8 [~Burn@pool-96-241-130-178.washdc.fios.verizon.net] has quit [Ping timeout: 268 seconds] 03:12 < kanzure> nmz787: yea that does not seem to be in my files. 03:13 < kanzure> "In this paper, biocompatible materials are proposed for replacing part of the cranium (cranial implants) based on low porosity polycrystalline 8 mol% yttria-stabilized-zirconia (8YSZ) ceramics as acoustic windows for brain therapy. In order to assess the viability of 8YSZ implants to effectively transmit ultrasound, various 8YSZ ceramics with different porosity are tested; their acoustic ... 03:13 < kanzure> ...properties are measured; and the results are validated using finite element models simulating wave propagation to brain tissue through 8YSZ windows. The ultrasound attenuation is found to be linearly dependent on ceramics' porosity. Results for the nearly pore-free case indicate that 8YSZ is highly effective in transmitting ultrasound, with overall maximum transmission efficiency of ≈81%, ... 03:13 < kanzure> ...compared to near total absorption of cranial bone. These results suggest that 8YSZ polycrystals could be suitable acoustic windows for ultrasound brain therapy at 1 MHz." 03:13 < kanzure> uhrmm so the concept is to replace cranial bone with this ceramic and thereby increase ultrasound energy transfer efficiency? 03:17 -!- jrayhawk [~jrayhawk@unaffiliated/jrayhawk] has quit [Ping timeout: 268 seconds] 03:17 -!- jrayhawk [~jrayhawk@unaffiliated/jrayhawk] has joined ##hplusroadmap 03:18 -!- jaboja [~jaboja@jaboja.pl] has quit [Ping timeout: 246 seconds] 03:20 -!- jaboja [~jaboja@jaboja.pl] has joined ##hplusroadmap 03:23 -!- preview [~quassel@2407:7000:842d:4000::3] has joined ##hplusroadmap 03:40 < fltrz> kanzure: theres an infrared (optical) transmission window to the skull, so why don't they use the photoaccoustic effect (flash the light at audio frequencies, absorption of the infrared in the brain by certain chemical species, while the skull is transparent) 03:41 < fltrz> well flash the light at ultrasonic audio frequencies 03:42 < kanzure> because the glorious technique of ultrasound is too compelling http://diyhpl.us/~bryan/papers2/neuro/ultrasound/ 03:43 < fltrz> what I describe should produce ultrasound produced within the brain, without invasive cranial windows 03:43 < fltrz> ah but probably not at the intensities described 03:44 < kanzure> re: 'certain chemachenical species' yes there are ultrasound contrast agents that can be delivered by blood that enhance ultrasound energy transfer 03:44 < fltrz> this reads similar: http://diyhpl.us/~bryan/papers2/neuro/ultrasound/Diode%20laser%20generated%20ultrasound%20for%20human%20blood%20cell%20lysis.pdf 03:44 < fltrz> I see 03:45 < fenn> they mean an infrared absorber, not an ultrasound absorber 03:45 < fenn> carbon nanotubes i guess 03:45 < kanzure> also some other things here (not neuroscience related) http://diyhpl.us/~bryan/papers2/ultrasound/ 03:46 < fenn> ideally you want a tiny light driven actuator 03:48 < kanzure> in this episode of "weird places that my file server shows up", it seems someone started discussing that orbital ring design paper: https://www.reddit.com/r/space/comments/6qx50a/some_guy_came_up_with_a_concept_for_a_leo/ 03:48 < fltrz> "NIR spectrum light takes advantage of the optical window in which skin, tissue, and bone are mostly transparent to NIR light in the spectrum of 700-900 nm, while hemoglobin (Hb) and deoxygenated-hemoglobin (deoxy-Hb) are stronger absorbers of light." 03:48 < fenn> i assume the ceramic cranial implants were to reduce scattering of ultrasound waves by being more isotropic 03:48 < fltrz> so the absorber is already present, ready to be optically stimulated at ultrasound frequencies 03:49 < kanzure> "autotldr" bot trying to summarize a transcript from the server: https://www.reddit.com/r/KIC8462852/comments/501aw9/transcript_of_jason_wrights_892016_talk_at_the/d711za3/ 03:50 < kanzure> hmm wtf https://archive.org/details/20131009_diyhpl.us_user_bryan 03:52 < kanzure> my summary of igem projects made it into this presentation? page 35 http://steminnovation.sg/wp-content/uploads/2017/06/Endy_Yale_NUS_STEM_v1.pdf 03:53 < kanzure> and page 40 03:54 < kanzure> oh this is drew endy 03:57 < kanzure> .to nmz787 you will like this one, https://www.google.co.in/search?tbm=pts&hl=en&q=nmz787&gws_rd=ssl 03:57 < yoleaux> kanzure: I'll pass your message to nmz787. 03:57 < kanzure> http://www.crispr.kitchen/microbiome-editing-scenarios/scenario-iii-bacterial-contraception 03:57 < kanzure> http://diyhpl.us/~bryan/papers2/diybio/trojok-bacterial-contraception.pdf 04:04 < kanzure> we show up in this patent: "Recombinant virus and preparations thereof" https://www.google.com/patents/WO2014145599A3?cl=en&hl=en 04:24 -!- CRM114 [~urchin@unaffiliated/urchin] has quit [Ping timeout: 258 seconds] 04:25 -!- Malvolio [~Malvolio@unaffiliated/malvolio] has joined ##hplusroadmap 04:39 -!- berndj [~berndj@mail.azna.co.za] has quit [Ping timeout: 255 seconds] 04:41 -!- berndj [~berndj@mail.azna.co.za] has joined ##hplusroadmap 04:45 -!- CRM114 [~urchin@unaffiliated/urchin] has joined ##hplusroadmap 04:51 -!- augur [~augur@162.245.20.162] has joined ##hplusroadmap 04:56 -!- augur [~augur@162.245.20.162] has quit [Ping timeout: 268 seconds] 05:00 -!- aeiousomething [~aeiousome@183.82.170.54] has joined ##hplusroadmap 05:00 < aeiousomething> hello maaku 05:18 -!- aeiousomething [~aeiousome@183.82.170.54] has quit [Ping timeout: 268 seconds] 06:07 -!- CheckDavid [uid14990@gateway/web/irccloud.com/x-foaxdnomacflmlxw] has quit [Quit: Connection closed for inactivity] 06:08 -!- Storyteller [~Storytell@unaffiliated/storyteller] has joined ##hplusroadmap 06:09 -!- Storyteller [~Storytell@unaffiliated/storyteller] has quit [Max SendQ exceeded] 06:09 -!- Storyteller [~Storytell@unaffiliated/storyteller] has joined ##hplusroadmap 06:10 < Storyteller> good morning 06:11 < Storyteller> no deer in the yard I can see so far, had a doe and fawn yesterday 06:13 -!- aeiousomething [~aeiousome@183.82.170.54] has joined ##hplusroadmap 06:21 -!- adlai [~adlai@unaffiliated/adlai] has quit [Ping timeout: 240 seconds] 06:21 -!- adlai [~adlai@unaffiliated/adlai] has joined ##hplusroadmap 06:23 -!- aeiousomething [~aeiousome@183.82.170.54] has quit [Quit: leaving] 06:26 < Storyteller> this is interesting 06:26 < Storyteller> http://digiconomist.net/bitcoin-energy-consumption 06:27 < kanzure> i think we have already demonstrated that you are incapable of high-quality thinking 06:27 < Storyteller> seems bitcoin uses more power than a small country 06:27 < Storyteller> i think you are demonstrating you are incapable of having a pleasant conversation 06:27 < kanzure> i don't care, get out 06:27 < Storyteller> did you make this channel just to try to feel superior? 06:27 < kanzure> yes 06:27 < Storyteller> are you so weak? 06:28 < kanzure> https://www.youtube.com/watch?v=qk17pcwDAAQ 06:29 < Storyteller> your fear has consumed you. you realize, you are responsible for all that wasted energy. for a currency used to buy weapons and whores for rich princes? you did that, and trying to 'feel superior' will not erase your actions. 06:30 < Storyteller> you enjoy your money son. 06:30 < Storyteller> "Mr Bishop" 06:31 < kanzure> so that's your idea of pleasant? :-) 06:31 < kanzure> you have failed at superior thinking and now you are failing by your own metric. 06:31 -!- mode/##hplusroadmap [+o kanzure] by ChanServ 06:31 < Storyteller> no son, Ive no longer any desire to please you. 06:31 < Storyteller> you arent worth the trouble. 06:32 <@kanzure> then you will leave? 06:32 < Storyteller> i was invited here, and interested in the topic, the only one with a problem, is you. Im sorry you are so challenged by my 'inferior thinking' 06:32 < Storyteller> try diplomacy, instead of despotism 06:33 -!- justanotheruser [~justanoth@unaffiliated/justanotheruser] has quit [Ping timeout: 248 seconds] 06:33 <@kanzure> i see no reason to practice diplomacy here? you have low quality thinking process that probably infects everything you do. 06:35 < Storyteller> you say that. yet you are wrong. its an easy insult, befitting the likes of you. really, try growing up. you are petulant child throwing a tantrum because I dont like your science fair project. get over it. 06:35 <@kanzure> there are many people that don't like bitcoin. that's fine. you are still an idiot. 06:35 -!- Storyteller was kicked from ##hplusroadmap by kanzure [Storyteller] 06:35 -!- mode/##hplusroadmap [-o kanzure] by kanzure 06:37 < fenn> nick szabo had an essay about anthropolgy of money, and how there were tribes that specialized in making shell beads and basically printed their own money, but it was so time consuming that other tribes used the specialists' beads as their money instead of making their own beads. he goes on to describe how an equilibrium arises such that some percentage of an economy goes towards creating money 06:38 < fenn> tokens 06:38 < fenn> i'm pretty sure the essay was not this one, although it covers most of the same topics http://web.archive.org/web/20160302224312/http://szabo.best.vwh.net/shell.html 06:39 < fenn> i thought bitcoin would consume the planet until i read the elusive essay 06:39 < kanzure> the guy is an idiot, he insisted on replacing a proof-of-work function with "social good" functions (hwich would violate the required properties) 06:40 < kanzure> at some point adversarial malicious intent is indistinguishable from malicious ignorance 06:42 < fenn> yes he is a buzzword-level thinker 06:43 < TMA> fenn: that's an amusing euphemism 06:44 < fenn> well there's not enough data to draw that conclusion just from what he's said in this channel 06:44 < fenn> lots of idiots in #space recently 06:45 < kanzure> it would have been better if he had said something like "i have absolutely no idea what bitcoin is or how it works, but i have this idea for something that uses many of the same words, which i recognize is a stupid way of thinking, but i am going to share it anyway". 06:45 -!- justanotheruser [~justanoth@unaffiliated/justanotheruser] has joined ##hplusroadmap 06:45 -!- justanotheruser [~justanoth@unaffiliated/justanotheruser] has quit [Client Quit] 06:46 -!- justanotheruser [~justanoth@unaffiliated/justanotheruser] has joined ##hplusroadmap 06:47 < kanzure> 15:56 < Storyteller> if you can develop the bit coin, help me develop one 06:47 < kanzure> 15:57 < kanzure> no 07:00 -!- jaboja [~jaboja@jaboja.pl] has quit [Ping timeout: 260 seconds] 07:03 -!- aeiousomething [~aeiousome@183.82.170.54] has joined ##hplusroadmap 07:03 < aeiousomething> test 07:41 < kanzure> "In situ programming of leukaemia-specific T cells using synthetic DNA nanocarriers" http://www.nature.com/nnano/journal/v12/n8/abs/nnano.2017.57.html 08:08 -!- jaboja [~jaboja@jaboja.pl] has joined ##hplusroadmap 08:51 < kanzure> https://www.fastcompany.com/3063187/scifutures-probes-your-companys-dystopian-nightmares-and-dreams-up-solutions https://news.ycombinator.com/item?id=14958329 08:52 < aeiousomething> kanzure: do you have any data on possible healing of ruptured spinal discs 09:00 < kanzure> there was some liquid metal spinal cord neuron healing stuff, that's all i know 09:04 -!- sachy [~sachy@nat.brmlab.cz] has joined ##hplusroadmap 09:24 < nmz787> anyone here ordered on taobao? 09:24 < yoleaux> 10:57Z nmz787: you will like this one, https://www.google.co.in/search?tbm=pts&hl=en&q=nmz787&gws_rd=ssl 09:26 -!- strages [uid11297@gateway/web/irccloud.com/x-eyymtnnmglqtfrgd] has joined ##hplusroadmap 09:26 < kanzure> er, wrong link 09:26 < kanzure> https://www.google.com/search?tbm=pts&hl=en&q=nmz787&gws_rd=ssl 09:27 < kanzure> fenn: https://scholar.google.com/scholar?q=%22fennetic.net%22&btnG=&hl=en&as_sdt=0%2C44 09:28 * fenn braces for impact 09:30 < fenn> eh not too bad 09:31 < fenn> there's so many stupid patents 09:31 < fenn> "dividing a 3D object into a number of parts and then scheduling these parts separately and/or combining 3D objects, or parts of 3D objects, from various input jobs to be printed at the same time" 09:31 < fenn> wow you really needed to patent that idea! 09:54 -!- danfox [~danfox@vulpinedesigns.co.uk] has quit [Read error: Connection reset by peer] 09:56 -!- danfox [~danfox@vulpinedesigns.co.uk] has joined ##hplusroadmap 09:58 -!- jaboja [~jaboja@jaboja.pl] has quit [Ping timeout: 268 seconds] 10:16 -!- JayDugger [~jwdugger@47.185.237.246] has joined ##hplusroadmap 10:28 -!- jaboja [~jaboja@jaboja.pl] has joined ##hplusroadmap 11:13 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has joined ##hplusroadmap 11:18 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has quit [Ping timeout: 268 seconds] 11:26 -!- jaboja [~jaboja@jaboja.pl] has quit [Ping timeout: 260 seconds] 11:30 -!- jaboja [~jaboja@jaboja.pl] has joined ##hplusroadmap 11:52 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has joined ##hplusroadmap 11:55 -!- darsie [~darsie@84-113-55-42.cable.dynamic.surfer.at] has quit [Quit: . ###physics ##ultimatefreedom ##drugs ##ecology ##ads ##sexology ##nudism ##fringescience .] 11:57 * CRM114 facepalms 12:01 -!- darsie [~darsie@84-113-55-42.cable.dynamic.surfer.at] has joined ##hplusroadmap 12:06 -!- darsie [~darsie@84-113-55-42.cable.dynamic.surfer.at] has quit [Quit: . ###physics ##ultimatefreedom ##drugs ##ecology ##ads ##sexology ##nudism ##fringescience .] 12:19 -!- TC [~talinck@cpe-174-97-113-184.cinci.res.rr.com] has joined ##hplusroadmap 12:19 -!- TC is now known as Guest8591 12:23 -!- hehelleshin [~talinck@cpe-174-97-113-184.cinci.res.rr.com] has quit [Ping timeout: 268 seconds] 12:29 -!- bluebear_ [~dluhos@80.95.97.194] has quit [Quit: Leaving.] 12:34 -!- sachy [~sachy@nat.brmlab.cz] has quit [Quit: Leaving.] 12:36 -!- jaboja [~jaboja@jaboja.pl] has quit [Ping timeout: 240 seconds] 13:11 -!- augur [~augur@noisebridge130.static.monkeybrains.net] has joined ##hplusroadmap 13:29 -!- Malvolio [~Malvolio@unaffiliated/malvolio] has quit [Quit: Malvolio] 13:49 -!- aeiousomething [~aeiousome@183.82.170.54] has quit [Ping timeout: 276 seconds] 14:30 < fltrz> does anyone know of a recent comprehensive review of different AI image synthesis techniques? I'm specifically hoping to find a fast (for generation, not necessarily training) method, even at the expense of other qualities 14:43 -!- Malvolio [~Malvolio@unaffiliated/malvolio] has joined ##hplusroadmap 15:09 < kanzure> "Scribbler: Controlling deep image synthesis with sketch and color" https://arxiv.org/pdf/1612.00835.pdf 15:09 < nmz787> https://www.sciencedaily.com/releases/2017/07/170725154216.htm 15:09 < nmz787> Molecular microscopy illuminates molecular motor motion 15:09 < nmz787> 09:24 < nmz787> anyone here ordered on taobao? 15:09 < nmz787> 09:24 < nmz787> anyone here ordered on taobao? 15:10 < nmz787> "Conquering the Silicon Photonics Production Bottleneck" https://www.photonics.com/Article.aspx?AID=62191 15:10 < nmz787> sorry, paste buffer was being weird 15:10 < kanzure> "Real-time user-guided image colorization with learned deep priors" https://arxiv.org/pdf/1705.02999.pdf 15:11 < kanzure> this one does sketch2anime https://arxiv.org/pdf/1705.01908.pdf 15:12 -!- MoonRabbit [4270498f@gateway/web/freenode/ip.66.112.73.143] has joined ##hplusroadmap 15:14 < kanzure> hand pose estimation https://arxiv.org/pdf/1702.03431.pdf 15:14 < kanzure> more manga machine learning https://arxiv.org/pdf/1706.06918.pdf 15:15 < kanzure> video future frame prediction https://arxiv.org/pdf/1702.04125.pdf 15:18 < kanzure> okay i want something that reads patents and then looks at the images to predict the images (minus all the stupid lines and words) 15:18 < kanzure> and then reads hplusroadmap logs and generates mechanical drawings of our proposals. 15:20 < kanzure> and if i was a total sellout i would do the same for gif generation 15:25 < kanzure> fltrz: for style transfer, ulyanov is like <1 sec per 512x512 image. and dumoulin and belongie. 16:10 < docl> Antarctica based ice gun proposal from Nowicki http://www.nss.org/settlement/nasa/Nowicki/SPBI110.HTM 16:10 < nmz787> so I don't get the whole bolt ring idea... seems pushing a bolt into space would shove the platform back to earth 16:11 < docl> (antarctic ice gun) seems kinda impractical to me, but maybe ice would be a good construction material in a high desert area of the US where you can create snow by spraying water in the air. 16:13 < MoonRabbit> that looks neat. 16:13 < docl> nmz787: deflecting the bolts down should shove the platforms up 16:14 < nmz787> docl: then you run out of bolts... right? 16:15 -!- strages [uid11297@gateway/web/irccloud.com/x-eyymtnnmglqtfrgd] has quit [Quit: Connection closed for inactivity] 16:16 < docl> you'd only deflect them down slightly, towards the next platform which is 'down' due to the curvature of the earth 16:16 < nmz787> but that would pass through thicker atmosphere too, then 16:17 < nmz787> guess it could work if the satellites were far enough apart 16:17 < nmz787> hard to believe/imagine successfully 16:20 -!- Jenda` [~bablbam@dekatron.hrach.eu] has quit [Ping timeout: 255 seconds] 16:27 -!- Jenda` [~bablbam@dekatron.hrach.eu] has joined ##hplusroadmap 16:40 -!- MoonRabbit [4270498f@gateway/web/freenode/ip.66.112.73.143] has left ##hplusroadmap [] 16:51 < docl> the line of sight has to be far enough above the atmosphere that you can see the next platform, or you can fire the bolts slowly enough that they curve around the earth. pros and cons to either approach. 17:06 < kanzure> "Zoneout: Regularizing rnns by randomly preserving hidden activations" https://arxiv.org/pdf/1606.01305.pdf 17:07 < kanzure> "Toward storytelling from visual lifelogging: An overview" https://arxiv.org/pdf/1507.06120.pdf 17:12 < kanzure> "Generation of large-scale simulated utterances in virtual rooms to train deep-neural networks for far-field speech recognition in Google Home" https://research.google.com/pubs/pub46107.html 17:20 < kanzure> "Learning to recognize speech from chaotically synthesized data" http://web.stanford.edu/class/cs224s/reports/Faraz_Bonab.pdf (basically: "read wikipedia and use espeak, yo") 17:36 < JayDugger> .tw 17:36 < JayDugger> .tw https://twitter.com/kanzure 17:36 < yoleaux> Och, A cannae finde nae tweet 17:37 < JayDugger> .tw https://twitter.com/kanzure/status/894743590240387072 17:37 < yoleaux> Is there a good fMRI(or other?) measurement of "visual imagery persistence"? Might have idea for making a nootropic to improve that. (@kanzure) 17:37 < JayDugger> See 13 results at http://www.biorxiv.org/search/visual%252Bimagery%252Bpersistence 17:56 < kanzure> that's rather non-specific. 17:56 -!- mrdata_ [~mrdata@unaffiliated/mrdata] has joined ##hplusroadmap 18:00 -!- mrdata [~mrdata@unaffiliated/mrdata] has quit [Ping timeout: 276 seconds] 18:02 -!- jaboja [~jaboja@jaboja.pl] has joined ##hplusroadmap 18:02 < JayDugger> What did you want for a hundred and forty characters? 18:04 -!- danfox [~danfox@vulpinedesigns.co.uk] has quit [Ping timeout: 260 seconds] 18:05 -!- danfox [~danfox@vulpinedesigns.co.uk] has joined ##hplusroadmap 18:07 -!- preview [~quassel@2407:7000:842d:4000::3] has quit [Read error: Connection reset by peer] 18:14 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has quit [Ping timeout: 240 seconds] 18:15 -!- Qfwfq [Qfwfq@gateway/shell/suchznc/x-cqgdbkoelttxmgcy] has joined ##hplusroadmap 18:15 -!- Qfwfq [Qfwfq@gateway/shell/suchznc/x-cqgdbkoelttxmgcy] has quit [Changing host] 18:15 -!- Qfwfq [Qfwfq@unaffiliated/washirving] has joined ##hplusroadmap 18:15 -!- Qfwfq [Qfwfq@unaffiliated/washirving] has quit [Changing host] 18:15 -!- Qfwfq [Qfwfq@gateway/shell/suchznc/x-cqgdbkoelttxmgcy] has joined ##hplusroadmap 18:15 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has joined ##hplusroadmap 18:18 -!- atrus6 [~atrus6@72.241.82.247] has quit [Read error: Connection reset by peer] 18:30 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has quit [Quit: Leaving.] 18:31 -!- poppingtonic [~brian@unaffiliated/poppingtonic] has joined ##hplusroadmap 18:34 < kanzure> "Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding" https://arxiv.org/pdf/1510.00149.pdf (240 MB -> 6 MB models) 18:35 < kanzure> "SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5 MB model size" https://arxiv.org/pdf/1602.07360.pdf 18:41 < kanzure> adaptive apoptosis for pruning https://arxiv.org/pdf/1610.00790.pdf 18:47 < kanzure> "Rationalizing neural predictions" https://arxiv.org/pdf/1606.04155.pdf 18:48 < kanzure> "Prediction without justification has limited applicability. As a remedy, we learn to extract pieces of input text as justifications – rationales – that are tailored to be short and coherent, yet sufficient for making the same prediction. Our approach combines two modular components, generator and encoder, which are trained to operate well together. The generator specifies a distribution ... 18:48 < kanzure> ...over text fragments as candidate rationales and these are passed through the encoder for prediction. Rationales are never given during training. Instead, the model is regularized by desiderata for rationales. We evaluate the approach on multi-aspect sentiment analysis against manually annotated test cases. Our approach outperforms attention-based baseline by a significant margin. We also ... 18:49 < kanzure> ...successfully illustrate the method on the question retrieval task." 18:52 < kanzure> "Our generator specifies a distribution over possible rationales (extracted text) and the encoder maps any such text to task specific target values. They are trained jointly to minimize a cost function that favors short, concise rationales while enforcing that the rationales alone suffice for accurate prediction." 18:52 -!- streety [streety@2a01:7e00::f03c:91ff:feae:ded6] has quit [Quit: ZNC - http://znc.in] 19:13 < kanzure> recurrent network hidden state annotation, "Visual analysis of hidden state dynamics in recurrent neural networks" https://arxiv.org/pdf/1606.07461.pdf 19:32 -!- streety [streety@2a01:7e00::f03c:91ff:feae:ded6] has joined ##hplusroadmap 19:46 < kanzure> "End-to-end prediction of buffer overruns from raw source code via neural memory networks" https://arxiv.org/pdf/1703.02458.pdf 19:46 -!- yashgaroth [~yashgarot@2606:6000:cd4d:3300:f5e0:f867:a11d:8d52] has joined ##hplusroadmap 19:57 -!- jaboja [~jaboja@jaboja.pl] has quit [Remote host closed the connection] 20:23 < kanzure> "A powerful generative model using random weights for the deep image representation" http://papers.nips.cc/paper/6568-a-powerful-generative-model-using-random-weights-for-the-deep-image-representation.pdf 20:23 < kanzure> this one used random weights in their CNNs and found that the had results that were very similar to highly-trained networks. wat? 20:24 < kanzure> pasky: ^what is going on there? 20:36 < kanzure> "The convolutional neural network (CNN) will be studied in this lecture note. We introduce a rectified-correlations on a sphere (RECOS)." ok. 20:59 -!- Malvolio [~Malvolio@unaffiliated/malvolio] has quit [Quit: brb] 20:59 < kanzure> fenn: here is some anti cargo culting magic, http://diyhpl.us/~bryan/papers2/ai/machine-learning/comprehensibility/ 21:08 -!- Malvolio [~Malvolio@unaffiliated/malvolio] has joined ##hplusroadmap 21:17 -!- Guest8591 [~talinck@cpe-174-97-113-184.cinci.res.rr.com] has quit [Ping timeout: 255 seconds] 21:31 < maaku> .tell aeiousomething hello received 21:31 < yoleaux> maaku: I'll pass your message to aeiousomething. 22:05 -!- justan0theruser [~justanoth@unaffiliated/justanotheruser] has joined ##hplusroadmap 22:05 -!- justan0theruser [~justanoth@unaffiliated/justanotheruser] has quit [Client Quit] 22:06 -!- justan0theruser [~justanoth@unaffiliated/justanotheruser] has joined ##hplusroadmap 22:07 -!- justanotheruser [~justanoth@unaffiliated/justanotheruser] has quit [Ping timeout: 260 seconds] 22:40 -!- Malvolio [~Malvolio@unaffiliated/malvolio] has quit [Quit: Malvolio] 22:42 -!- yashgaroth [~yashgarot@2606:6000:cd4d:3300:f5e0:f867:a11d:8d52] has quit [Quit: Leaving] 22:47 -!- aeiousomething [~aeiousome@183.82.170.54] has joined ##hplusroadmap 22:56 < aeiousomething> hello 22:56 < yoleaux> 04:31Z aeiousomething: hello received 22:56 < aeiousomething> :D 23:08 -!- CRM114 [~urchin@unaffiliated/urchin] has quit [Ping timeout: 258 seconds] 23:45 -!- augur [~augur@noisebridge130.static.monkeybrains.net] has quit [Remote host closed the connection] --- Log closed Wed Aug 09 00:00:44 2017