Editing DreamTeam

== <span style="font-size:2em; color:green; background-color:black">Meetings</span> ==
<span style="font-size:2em; color:green">Wednesday 8pm</span>

== <span style="font-size:2em; color:aqua; background-color:black">Hardware</span> ==
<span style="font-size:2em; color:aqua">Update:

[[DreamTeam/Brainduino]]

[[DreamTeam/flashingOpenBCIRadios]]</span>

[http://op-innovations.com/ TrueSense]
<br> [http://www.openbci.com OpenBCI]
<br> [http://psychiclab.net/IBVA/PsychicLab.html Psychic Labs IBVA]
<br> [http://www.instructables.com/id/open-brain-wave-interface-hardware-1/ Masahiro Instructables]
<br> Neurosky Mindwave
<br> Emotiv Epoc
<br> [http://www.Open-BCI.org wWw.Open-BCI.org]
<br> https://noisebridge.net/wiki/OpenEEG

== Code ==

[[DreamTeam/pastebin]]

[[File:Plex.txt]] data acquisition for neurosky mindwave - starting to shape up ...

== Upcoming Field Trip ==

(rescheduled ... will try to make it out next week - September 2nd)
http://www.meetup.com/NeuroTechSF/ on August 26, 2015

== Literature & Other Resources ==
see [[DreamTeam/Reading]] for more information.

[https://sites.google.com/site/wmvanvliet/tutorials/eeg-signal-analysis EEG Data Analysis tutorial with Marijn van Vliet] and [https://github.com/wmvanvliet/neuroscience_tutorials MvV github tutorials]

[http://www.cns.atr.jp/dni/en/downloads/neuralcodeconverter-3/ Neural Code Converter (see below May 2013 for previous)]

[http://www.dreambank.net/ dreambank - UCSC]

[http://www.opensourceinstruments.com/Electronics/A3019/EEG.html Electronics of EEG -- mind bending thought experiments]

[https://noisebridge.net/images/9/91/NonlinearDynamicsEEGPerspectives.pdf Nonlinear Dynamics in EEG Analysis: Disappointments and Perspectives]

CHAOS! -> http://collections.infocollections.org/ukedu/uk/d/Jh0699e/4.html
* Is the EEG a strange attractor? Brain stem neuronal discharge patterns and electroencephalographic rhythms

http://sulcus.berkeley.edu/freemanwww/manuscripts/id1/88.html
* Strange Attractors that Govern Mammalian Brain Dynamics Shown by Trajectories of Electroencephalographic (EEG) Potential

^ nice graphics ... more on chaos-based models at http://sulcus.berkeley.edu ->
* ("Neuroscience" link on sidebar yields many publications from that lab] 
<pre>
We use nonlinear mapping and multidimensional scaling into 2-space to identify itinerant chaotic trajectories
through sequences of nonconvergent attractor ruins in the attractor landscapes of brain state space.
The attractors are created and modified by reinforcement learning based on classical and operant conditioning.
Neural modeling includes demonstrations of the neural mechanisms that ensure in all cortices the stability of
neural populations that supports rapid and widespread state transitions by virtue of small-world and scale-free
network architecture. Neocortex is unique among cortices in maintaining global self-organized criticality,
in which the critical order parameter is the global level of neural synaptic interaction that everywhere locally
is homeostatically regulated by neural thresholds and refractory periods.
</pre>

cellular automata and non-linear dynamics -> https://theory.org/complexity/cdpt/html/node4.html

-----
chirp!
[[Image:Chirp_animation.gif]]
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<br> Currently [https://github.com/kevinjos/openbci-golang-server hacking] the [http://openbci.com OpenBCI EEG] powered by TI's [http://www.ti.com/lit/ds/symlink/ads1299.pdf ADS1299].
<br> [https://www.youtube.com/watch?v=HEbyITI13zg G. Tononi 'In Search of Sleep Function']
<br> [http://journal.frontiersin.org/Journal/10.3389/fninf.2013.00036/full interactive data visualization in Python]
<br> [http://lucidity.com/ Lucidity Institute]
<br> [http://www.dtic.upf.edu/~ralph/ClinNeurophysiol116569.pdf On the predictability of epileptic seizures]
<br> [https://cours.etsmtl.ca/sys828/REFS/A1/Fawcett_PRL2006.pdf ROC curve review]
<br> [http://www.dspguide.com/ Free book on digital signal processing]
<br> [http://materials.jeremybejarano.com/MPIwithPython MPIwithPython solid intro]
<br> [http://www.hindawi.com/journals/cin/2011/406391/ pyeeg whitepaper]
<br> [http://www.bearcave.com/misl/misl_tech/wavelets/hurst/ reading on the Hurst exponent, nice pictures]
<br> [http://www.mc.vanderbilt.edu/documents/neurology/files/Lecture%205-%20EEG%20in%20focal%20epilepsies-handout.pdf EEG in focal epilepsies]
<br> We've been reading some papers the past two weeks on the [http://researcher.watson.ibm.com/researcher/view_person_subpage.php?id=4700 TrueNorth processor].
<br> If you're interested in getting involved with the IBM led research group, [http://www.research.ibm.com/cognitive-computing/chip_form.shtml apply here].

<br> Electric Fields of the Brain: The Neurophysics of EEG, 2nd Edition, Paul L. Nunez & Ramesh Srinivasan
<br> Rhythms of the Brain, Gyorgy Buzsaki
<br> [http://www.cogsci.ucsd.edu/research/profile/447/ Bradley Voytek UCSD]
<br> [http://www.nature.com/neuro/journal/vaop/ncurrent/full/nn.3719.html Voss et al., Induction of self awareness in dreams through frontal low current stimulation of gamma activity]https://www.youtube.com/watch?v=HEbyITI13zg
<br> [http://www.blogs.uni-mainz.de/fb05philosophie/files/2013/04/Voss-et-al-2013_Measuring-Consciousness-in-Dreams.pdf Voss et al., Measuring consciousness in dreams: The lucidity and consciousness in dreams scale]

[[mHealth_Hackathon]]
<br> [https://orbit.puzzlebox.info/tracker/wiki Puzzlebox repo/tracker]
<br> [http://brainliner.jp EEG Data Repository]

GDF Standards:
<br> [http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3061298/ GDF/Biosig paper]
<br> [http://arxiv.org/abs/cs.DB/0608052 GDF Data Standards]
<br> [http://www.bcistandards.org/ Tobi Project => BCI Standards]

European Data Format:
<br> http://www.edfplus.info/downloads/index.html
<br> https://github.com/breuderink/eegtools
<br> http://www.neurotraces.com/edf/

== Other Groups ==

[https://class.coursera.org/neuraldata-001/ Free course on Exploring Neural Data]
[http://diy-neuro.com/ Cognitive Technology Group -- UC-Berkeley]

== IBVA Port ==

Sucessfully built and ran IVBA source (Aug 11, 2013). Key steps below.

1. Root directory of application must be /Developer/Examples/IBVAV4F5Apr12all
<br> 2. [http://cocoabob.net/?p=1032 Installing Xcode 3.2.6 on Mountian Lion] and don't try taking shortcuts... 3.2.1 crashes on run-time when trying to load the project.

== Data ==

We have 650MB of data taken from [[party]] (Aug. 10, 2013).. Where to upload?
<br>[[File:20130516233839.txt]]
<br>[[File:20130516233839-1.txt]]

== Events on the Horizon ==

Let's have an excellent installation to bring to [http://toorcamp.toorcon.net/ Toor camp]. Recursive reentry?

== Events beyond the Horizon ==


[http://neurogaming.brainihack.org/projects/project-list/ NeuroGaming Hackathon, May, San Francisco]

[https://sudoroom.org/ai1ec_event/hackyourphd-open-knowledge-meetup/?instance_id=66319, HackYourPhd, SudoRoom, Thursday 7/25]

== (Old) Meeting Notes ==

(still meeting regularly, just lax about taking/posting notes lately.  Here's some minutes from our first few meetings ...)

=== March 17, 2017 ===

Discussed findings from XTech Conference [https://www.xtechexpo.com] which led to a demo of hypnosis.

=== July 15, 2015 ===

In addition to hooking someone up to the OpenBCI and measuring voltages from grinding the jaw, a new Facebook page for the group was created: [https://www.facebook.com/groups/1626036630970351/]

=== March 26, 2014 ===

Notes from March, 26 Meeting. Discussion of dark mind hacks - to be identified and squelched. Infiltration, dissruption, the agent provocatour, etc etc...
<br> http://darkpatterns.org/

=== June 19, 2013 ===

[http://www.meetup.com/braindjvj/events/119780592/ Meetup@TechShop, 2013/06/19]

=== May 15, 2013 ===

"journal club" discussion to better understand a technical report from NeuroSky - see [[DreamTeam/Reading#Current_Discussion]]

=== May 8, 2013 ===
a small group studied data from the MindWave device and [https://github.com/nbdt hacked on code] to handle (so-called) "timestamps" more realistically ...

=== May 1, 2013 ===
Present: Johny, Daglan, John, Thomas, Aly, Jade, Dan, Kevin, Rohan

 Recorded: https://www.noisebridge.net/wiki/File:SampleEEGdata20130501.txt

 Understanding dreams via EEG readout
 Nightmare or not classifier, a good place to start

 delta 1-4Hz
 theta 4-7Hz
 alpha 6-12Hz
 low beta 12-15Hz normal focus
 mid beta 16-22Hz high focus
 high beta 22-24Hz anxiety muscle artifact shortcoming of eeg

 peak freq marker of stress

Rohan will look up information on EEG

There will be a burning man device that will be controlled by an EEG headset

[http://www.brainocate.com/ Brain-o-cate] --> interactive video game focused on teaching children about the brain

[http://www.myzeo.com/sleep/ Zeo] headband EEG made for sleep

We like more sensors and high data quality and comfort

Computational neuro science on coursera

Signal localization
*Grid array sensor
*Seizure localization 164/256 sensors on the brain, 1/2" apart
*32 channel EEG on the surface to get a picture
**ElectroCap has cap with 64 sensor places

EEG correlate for REM
*States
http://brainstorms.puzzlebox.info/
LEDs on the HSNPs
*Glow different colors by brain state

Convert brain waves to audio spectrum
*MIDI tones, 4-8Hz offset ==> induce activity
*Musical Insturment Digital Interface
**Feeback loops
**Would have to compensate for delay between the reading device and audio device

Classify audio waves via brain monitoring

What is the difference between vision/hearing and dreaming or thinking on music in the brain?
*dtMRI - detects neuronal activity, by neuron strands

Thermal infrared camera to monitor blood-flow in the brain

IR cameras to measure full specture, rather than stricly amplitude
Could construct a small array of infrared sensors -- more economic

==Project Ideas==

Send EEG data recorded during the meeting
*Guess who was wearing the device
*See Attached

Rohan has 9 months of EEG data from Hymalayas
*Has built a meditation classifier from raw Neuro Sky data

Dan would like to have real-time display, in form of LEDs on cap, that reflects EEG data
*Feedback loop between two people wearing LED caps

Brian with badasslighting and [http://www.americansteelstudios.com/2013/department-of-spontaneous-combustion-awarded-burning-man-grant dept of spontaneous combustion]
    host open night in W Oakland, teach welding, art, construction
    steel walk-in structure with neurons and synapses of LEDs in acrlyic tubes
    0.3W LEDs all over the place
    raspberry pi
    flame effects for quiet mind
    "processing" python tool to mix RP with picture
    looking for a developers to workout the details of nero-data to brain lights
    American Steel, Mandela and 20th, open house
    Contact Brian if interested @ 415-509-2100/bkrawitz@gmail.com

Johny wants to convert brain data into music
*translation technique
*dream sounds outside the HSNPs

Space craft does ambient electronic music

Max Queue is an astronaut headed band

==Background==

https://www.noisebridge.net/pipermail/neuro/2013-April/000791.html


[Neuro] Coming soon to Noisebridge - The Dream Team
bfb at riseup.net
Wed Apr 24 18:00:00 UTC 2013

    Previous message: [Neuro] Neuro Digest, Vol 31, Issue 3
    Messages sorted by: [ date ] [ thread ] [ subject ] [ author ]

Hello Noisebridge!

We shall meet on Wednesday, May 1, at 6:30, because we're all stars! 
Python class is over, now let's put that good know-how to work on some 
maths and science stuffs. There may also be comestibles, just this once.

Come down to the 6:30 share-a-thon. Discuss your dreams and other 
applications of neuron-monitoring devices. I want to investigate lexical 
dream content and brainwaves of people all over the planet, starting 
with Noisebridge. Thus far, I have an EEG device and a semi-incomplete 
research facility (HSNPs).

To get up to speed with what I've been looking into read on. And all you 
varied neuro-hackers out there please do go to the brainliner.jp site, 
it's amazing.

I've attached a copy of a sample data set taken while writing this 
message. Also attached is a screen shot of the GUI that the python 
scripts create. The scripts run great on Debian. The dongle that comes 
with the device has an antenna to pick-up the WiFi transmissions from 
the device. It opens the right sockets, makes a few hand shakes, and 
promptly peaces out. Neurosky purports the device will give a good 
signal up to 10m. It spews ~500 measures per second.

https://github.com/akloster/python-mindwave

This is the EEG device. Specs included.

http://store.neurosky.com/products/mindwave-1

And here's a link to Yukiyasu Kamitani's landing page with ATR, Advanced 
Telecommunications Research Institute International. He's head of the 
Department of Neuroinfomatics, and lead reacher on the publication 
below. They are working on predicting dream sequences from EEG and MRI 
data taken while asleep.

http://www.cns.atr.jp/dni/en/members/kamitani_e/
http://www.cns.atr.jp/dni/en/publications/

Kanitani and others are open-sourcing a good bit of their work. See git 
hub repository and standardized repository for sharing neuro-data below. 
They're set-up to run in Mat Lab, but w/e.

Really, go to brainliner and then giggle crescendoing into mad-scientist 
roar.

http://brainliner.jp/
https://github.com/ATR-DNI/VBCCA

And finally, to pass on a message from a friend, because it's open in my 
browser and seems appropriate.
https://raw.github.com/videlalvaro/gifsockets/master/doc/mybrain.gif

See you Wednesday.

-Kevin

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[[Category:Neuro]]