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== 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/
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