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{{dreamteam}}
{{headerbox}}
'''DreamTeam is a neurohacking and artificial intelligence experimentation group.''' Discuss your dreams and other applications of neuron-monitoring devices.
{{boxend}}
== <span style="font-size:2em; color:green; background-color:black">Meetings</span> ==
<span style="font-size:2em; color:green">Wednesday 8pm</span>
<big>[https://nsa.bench.supply/neurohacking online meeting]</big>
== <span style="font-size:2em; color:aqua; background-color:black">Hardware</span> ==
*[[DreamTeam/Valis]]
*[[DreamTeam/Brainduino]]
*[[DreamTeam/Brainduinov2]]
*[[DreamTeam/flashingOpenBCIRadios]]
*[http://op-innovations.com/ TrueSense]
*[http://www.openbci.com OpenBCI]
*[http://psychiclab.net/IBVA/PsychicLab.html Psychic Labs IBVA]
*[http://www.instructables.com/id/open-brain-wave-interface-hardware-1/ Masahiro Instructables]
*Neurosky Mindwave
*Emotiv Epoc
*[http://www.Open-BCI.org wWw.Open-BCI.org]
*[[OpenEEG]]
== Code ==
Some set game code hosted here: https://wiki.journalclub.info/
[[DreamTeam/pastebin]]
[[File:Plex.txt]] data acquisition for neurosky mindwave - starting to shape up ...
[[Polyhedrons and Perceptrons]]
== 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 a comprehensive list of topics and articles of interest'''
[https://www.youtube.com/watch?v=GN7FQdvUt_E Video: The Open Source Neuro Tech Revolution // OpenBCI Founder Q&A + Live Demo | Consciousness Hacking SF]
[https://www.youtube.com/watch?v=t2DBG-DHaFM Video: 31C3 - Open BCI DIY Neuroscience Maker Art Mind Hacking]
[https://www.youtube.com/watch?v=eSwUoIj6ZNw Video: Simple SSVEP-based BCI game "The Maze"]
[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
https://web.archive.org/web/20160527131933/http://sulcus.berkeley.edu/freemanwww/manuscripts/id1/88.html (Archived Link)
* 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]]
-----
<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
https://www.noisebridge.net/pipermail/neuro/2013-April/000791.html




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


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http://www.cns.atr.jp/dni/en/members/kamitani_e/
http://www.cns.atr.jp/dni/en/members/kamitani_e/
http://www.cns.atr.jp/dni/en/publications/
http://www.sciencemag.org/cgi/rapidpdf/science.1234330?ijkey=PoX6VQkWO8MDg&keytype=ref&siteid=sci


Kanitani and others are open-sourcing a good bit of their work. See git  
Kanitani and others are open-sourcing a good bit of their work. See git  
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-Kevin
-Kevin
-----
[[Category:Neuro]]
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