Fake Banner
    Is This How Brain Waves And Neurons Create Consciousness?
    By Richard Mankiewicz | March 15th 2010 10:35 AM | 17 comments | Print | E-mail | Track Comments
    About Richard

    I used to be lots of things, but all people see now is a red man. The universe has gifted me a rare autoimmune skin condition known as erythroderma...

    View Richard's Profile
    I had previously speculated on how electric and magnetic fields generated by individual neurons may be able to transmit information to other neurons with which they are not in synaptic contact. From a purely physical point of view it strikes me as at least something to investigate. After all, we know that there are broad sweeps of electric fields that travel across the brain - whether alpha, beta, gamma, delta or theta waves. Such endogenous fields are both generated by the brain and feed back upon the brain. There must therefore be a mechanism by which such emergent fields are generated, sustained and propagated by the basic units of our brain: the neurons.

    This is a controversial issue, but some light is starting to be shone in this direction. Many neuroscientists assume that the electric fields generated by neurons are too weak to have any effect on their neighbours. However, recent research (Radman et al., 2007) has shown that weak electric fields (<5 V/m) within a broad spectrum of operating brain frequencies affect the firing properties of individual neurons. The researchers show that the nonlinear properties of an individual neuron can 'amplify' the effects of such small fields, effectively 'resonating' with the extracellular field.

    "when concurrent to suprathreshold synaptic input, small electric fields can have significant effects on spike timing. For low-frequency fields, our theory predicts a linear dependency of spike timing changes on field strength. For high-frequency fields (relative to the synaptic input), the theory predicts coherent firing, with mean firing phase and coherence each increasing monotonically with field strength. Importantly, in both cases, the effects of fields on spike timing are amplified with decreasing synaptic input slope and increased cell susceptibility (millivolt membrane polarization per field amplitude). We confirmed these predictions experimentally using CA1 hippocampal neurons in vitro exposed to static (direct current) and oscillating (alternating current) uniform electric fields. In addition, we develop a robust method to quantify cell susceptibility using spike timing. Our results provide a precise mechanism for a functional role of endogenous field oscillations (e.g., gamma) in brain function and introduce a framework for considering the effects of environmental fields and design of low-intensity therapeutic neurostimulation technologies."

    The researchers are thus fully aware of the importance of their findings in that they provide a framework within which others can develop neuro-therapies, as well as for researchers looking at the effects of environmental electromagnetic radiation. Add to that the not insignificant contribution to how the brain really functions! So much so that an open letter is appended to the research paper by David M. Alexander, RIKEN Brain Science Institute, Japan. "As reported by Massimini et al. (2004), slow-wave sleep EEG has been shown to take the form of a global spatio-temporal wave. Such waves are able to act as an 'external' source of electric fields to individual minicolumns in the cortex. There is now sufficient evidence to outline the case that large-scale electrical field dynamics do indeed play a causal role in brain activity, and to propose confirmatory experiments." The letter is also interesting in that it lists other papers that add weight to the Radman experiments, one paper going all the way back to 1984. Alexander sounds like a converted skeptic as he also quotes:"our [Radman et al.] results challenge the common view that extracellular slow potential oscillations represent mere epiphenomena without physiological significance per se."

    It's worth looking at the results in a little detail. The most common neuron takes its inputs from its dendrites, that are branched like plant roots and are non-myelinated (not insulated), and it outputs along one axon (which may also have multiple endings) which are myelinated. So the part of the neuron that is most susceptible to extracellular electric fields is its input side. The electric fields inside the dendrites are additive and only if the sum total is greater than a particular threshold will the output axon be fired. However, this axon signal is a pure on-off switch; it has a fixed amplitude whatever the size of the input signal. But what this experiment showed is that an applied extracellular DC electric field affected the rate of firing of the neuron. The 'amplification' alluded to earlier does not result in a larger output but rather in a more frequent output measured in signals per second.

    Indeed, when a uniform AC electric field was applied the neuron fired coherently with the extracellular field, even at low field strengths of 1 V/m. The choice of a 30 Hz AC corresponds to the brain activity known as gamma waves (25-100Hz), although I'm not sure why they didn't pick the archetypical 40 Hz. This range of brain waves has been associated with a number of cognitive functions including consciousness itself. "Electric field-induced changes in spike timing would be particularly relevant for temporal coding during coherent (synchronous) network activity. For example, theta-modulated gamma activity in the hippocampus has been identified as a physiological correlate for a number of phenomena, including spatial navigation, memory, etc." Theta waves oscillate at 4-10 Hz so that combined with gamma activity they may collaborate in a kind of internal clock or a "pay attention!" mechanism.

    It must be added that the precise effects of these spatio-temporal electric fields depends on the alignment of each neuron so that with some neurons it will activate coherence whereas with others it may 'zero' the intradendritic field. As the wave ripples across the brain it thus also activates networks of synaptic connections. It does appear to be a possible mechanism to either have an experience, or to store or retrieve experiences in such a way as to highlight what appears important and discard the seemingly weak or unimportant factors. The researchers stress that mathematical models of synaptic networks can show wave-like properties with only nearest-neighbour interactions. However, the missing piece in that type of modelling is the starting conditions. These spatio-temporal extracellular electric fields that sweep across the brain can now serve as the 'seeding' conditions to see how the synaptic network reacts in each cycle and across cycles. Indeed, If such models of neurons as coupled oscillators also include the conditions for propagating these extracellular fields they may start to give realistic simulations of whole-brain activities.

    I think this is an important step forward in a coherent theory of the brain and the mind.



    References:

    Spike Timing Amplifies the Effect of Electric Fields on Neurons: Implications for Endogenous Field Effects Thomas Radman, Yuzhuo Su, Je Hi An, Lucas C. Parra, and Marom Bikson. The Journal of Neuroscience, March 14, 2007

    Is the EEG an epiphenomenon? David M. Alexander (21 October 2007)

    Comments

    adaptivecomplexity
    The researchers are thus fully aware of the importance of their findings in that they provide a framework within which others can develop neuro-therapies, as well as for researchers looking at the effects of environmental electromagnetic radiation. Add to that the not insignificant contribution to how the brain really functions!



    This is a major overstatement. This study is about the responses of rat neurons in tissue slices being exposed to electric fields in vitro. It contains an interesting model for how coherent firing of of a set of neurons can be achieved in the presence of an electric field, but has little to do with theories of consciousness, how the mind works, and the effects of external fields on neurons within the much more electrically complex environment of a working brain - rat or human. That electrically active cells respond in vitro to an external field is not surprising at all.
    Mike
    rychardemanne
    The part you quote is just a paraphrase of what I already quoted from the research paper and the letter. So the interaction is now "obvious"? So there is a mechanism for EMF to interact with the brain? So neuroscientists now accept that the brain is not just a neuron-to-neuron computer? From comments on other articles I think many people will be surprised. It sure screws up first approximation AI too.

    Sure, was not in vivo, but how many would have bet on the neuron's rapid-fire 'resonance'? Now we have a mechanism. What was not possible becomes obvious.
    I agree with Michael that this isn't exactly a surprising to find that a a cell covered in voltage and current channels would respond to an electrical pulse applied to its CSF bath. I would be interested to see a study in which the effect of an electric field (and not an artificial injection of current) from a nearby and unconnected neuron population is compared to normal synaptic/ gap junctions on a single neuron. I'm not really sure how you would set that up, but it might show whether or not local field strength is negligible compared to a typical synaptic/ gap junction milieu. How many neurons would it take, in a clump, to mirror the experiment? How many would it take to affect neural firing patterns without being linked to it?

    But to think that the local fields have a feedback influence is a cool idea.

    I unclear about how you would link that idea to consciousness, but maybe I'm just missing it.

    jtwitten
    It has long been known that neurons respond to electrical fields. In fact, this is how a signal is propagated along an axon. Action potentials fire in response to a change in membrane voltage, which is a function of the electrical fields at the membrane. Applying an external electrical field will affect these potentials.

    The question about external electrical field effects on the neurons is not whether electrical fields can affect neurons, but whether the fields that are experienced can generate significant effects. The dose makes the poison.

    It is plausible that the electrical field generated by one neuron firing can affect nearby neurons. This is the physical principle underlying the idea that one neuron firing can affect the firing of nearby neurons such as in more recent studies (e.g., Anastassiou et al. 2010 and Weiss et al. 2008). This mechanism is one way to amplify a signal. Signal amplification, such as to invoke a rapid response to a potentially lethal stimuli, is very different than the generation of a complex computational system. In signal amplification, these effects are restricted to a localized neural network.

    The problem with the neuron sensitivity to electrical fields that you are suggesting is that human consciousness is relatively stable. While there is individual variation, the general human mind is fairly stereotypical. The problem with a complex system made of highly sensitive pieces is that they are not generally stable. While each instance of such a system may find a stable point, they are extremely unlikely to find the same stable point. If consciousness depends on such interactions, I should not have been able to compose such a long winded reply.

    For your theory of "resonant" consciousness to be taken seriously, you need a plausible explanation for the unprecedented stability of such a complex and highly sensitive system.
    rychardemanne
    I read earlier today - I think it was David Chalmers, the philosopher - who suggested that consciousness moved around following, as you say, the peak activity around the brain. Made me smile... I can't see how that would work. Although this did remind me of the film Dark City, where they change people's memories while they sleep to try and discover the basis of 'being human'.

    Having said that, I find western philosophy wholly confused about what consciousness is. I often find 'states of consciousness' (plural) conflated with 'being conscious' (singular). Eastern philosophy seems clearer on this, with a 'base consciousness' or awareness as the 'atomic self' and with all experiences as external inputs, including the above 'states of consciousness'. So if I'm thinking about lying on a beach, or singing to myself, or getting angry, or seeing my browser crash then each one of these may correspond to a different 'peak signal' and thereby could be thought of as a peripatetic consciousness, but our normal experience is unitary and so another deeper awareness exists. I just wish they'd use different words for what appears to be two different concepts.

    Work in progress - and thanks for the comment.
    jtwitten
    There is no need to obfuscate the issue with ridiculous stereotyped descriptions of "eastern" and "western" philosophy. Philosophy is a beautifully varied discipline. Please give us a specific philosophical school that describes consciousness in the way that you are envisioning it.

    Your conception of plural consciousnesses in no way addresses my concern, as there is nothing philosophical about my concern. My critique was entirely mechanistic. In the context of a sensitive, complex system, your "philosophies" are not distinguishable. Your "peak activities" would be varying, but they would be varying within a stable region (a local minima) that represented a recognizable human mind. You need to explain how such a system can simultaneously be highly sensitive to environmental perturbations (as you are suggesting here and elsewhere) and be robust to the variance of those perturbations.
    rychardemanne
    I take your point, and will quote precise philosophical schools in future, although on this particular issue most eastern schools agree on most points. However, taking the Dzogchen approach, all experiences are transient including thinking, and yet we feel our self to be unitary. Consciousness and awareness are treated as two different states, with 'naked awareness' being the fundamental base of experience. This 'naked awareness' can be experienced and with practice integrated with our sensory experiences. Whilst reading the article I quoted there was a sentence in which the authored spoke about the distinction between being conscious and being 'conscious of being conscious' - it is when I see that kind of language that I think two different words are needed for two concepts and two experiences. Whether the authors really had in mind a Dzogchen 'naked awareness' I cannot tell.

    In terms of distinguishing the two states (I assume you mean here my previous distinction between consciousness and awareness) there have been studies done on Tibetan monks: "Zero Power and Selflessness: What Meditation and Conscious Perception Have in Common" by Sean O. Nuallain, and the work of Richard Davidson (article).
    "What we found is that the trained mind, or brain, is physically different from the untrained one," he [Davidson] said. In time, "we'll be able to better understand the potential importance of this kind of mental training and increase the likelihood that it will be taken seriously."

    And yes, there is an issue of how a unitary experience can be defined in terms of a dynamic system. I don't know the answer to that one.
    jtwitten
    One way would be to not argue for such sensitive complexity, which does not lend itself to a single, stable, region of solution. It is not clear that such added complexity is necessary to fill gaps in our understanding. Confusing ignorance due to lack of knowledge with a fundamental problem in the conception of the issue plagues frontier science, especially when it comes to "human" characteristics. The desire to claim it is "all so complicated" is appealing due to the natural desire for human exceptionalism. Unfortunately, that added complexity that might make each of us a "special little snowflake" also makes it dramatically less likely that even one stable consciousness might exist.
    Mark Changizi

    It will be interesting if it turns out that there are non-trivial effects, and that brain theorists have even more on their plate to figure it all out. As for consciousness, any added wrinkles only makes us farther from making sense of it, if you ask me!
    Aitch
    Richarde, I concur with the confusion about states of consciousness, and consciousness

    I don't know what work is being done now, but it seems likely to me that there are both chemical - sodium/potassium balance accelerators/decellerators and regular electrical/electromagnetic rhythm generators having effect on states of consciousness, and my feeling is that harmonics play a part in heightened states of consciousness, as alertness seems to be activated on different sensory perceptions
    Examples are the increase in touch sensitivity in the blind, increased aural sentivity when resting with eyes closed, and increased theta waves in meditation
    I think testing cells in isolated trays is counter intuitive for this sort of research

    Aitch
    adaptivecomplexity
    What on earth is a sodium/potassium balance accelerator?  And please don't say that the answer is the sodium/potassium ATPase. It's not.
    Mike
    Aitch
    My understanding is that the sodium-potassium pump uses ATP [adenosine triphosphate] energy to reset the sodium and potassium ions after transmission of a nerve impulse.
    If the body's intake of these basic electrochemicals is drastically changed, as with current high salt diets caused by processed foodstuffs, the reactions of the nerve firings is accelerated or decellerated by virtue of the potential gradient, or slew rate, accordingly, which can affect general health of major organs as well, as the oxygenated blood carries less neg ions to pass through the positive charged membranes, releasing the energy exchange at organ potential levels as sodium ions are more concentrated outside the membrane, while potassium ions are more concentrated inside the membrane
    Dr. Mu Shik Jhon talks of hexamer structure making and hexamer structure breaking ions, sodium being a maker and potassium a breaker
    This also seems to me to parallel the idea of chakra energy whirls as seen in eastern philosophy.
    YMMV, as they say....

    Edit: There are implications also in cancer therapy

    http://www.ionchannels.org/showabstract.php?pmid=17111226


    Aitch
    It is not just neurons that respond to EM fields .... .

    1. Acta Biol Hung. 2005;56(1-2):43-51.

    Stereological analysis of thyroid mast cells in rats after exposure to extremely
    low frequency electromagnetic field and the following "off" field period.

    Rajkovic V, Matavulj M, Lazetic B.

    Department of Biology, Faculty of Sciences, University of Novi Sad, Trg Dositeja
    Obradovica 2, 21000 Novi Sad, Serbia and Montenegro. vesna.rajkovic@ib.ns.ac.yu

    Influence of extremely low frequency electromagnetic field (ELF-EMF) on thyroid
    gland mast cells was investigated on male Mill Hill rats. Animals were exposed to
    EMF (50 Hz, 50 microT to 500 microT, 10 V/m) from 24 hours after birth, 7
    hours/day, 5 days/week for three months when a part of animals (group I) was
    sacrificed, while the rest of them were subjected to recovery evaluation and
    sacrificed after one (group II), two (group II) and three (group IV) weeks
    following the exposure. Stereological analysis on toluidine blue-stained paraffin
    sections showed increased volume density of degranulated mast cells in all groups
    and, except in group III, and numerical density as well, implicating the
    sensitivity of thyroidal mast cells to power frequency EMFs. Since in our
    previous investigations, morphofunctional alterations of thyroid gland in rats
    exposed to ELF-EMF were found the contribution of released mast cell mediators to
    these changes could be presumed.

    PMID: 15813213 [PubMed - indexed for MEDLINE]
    1. Biomed Sci Instrum. 2001;37:209-14.

    Effect of a wound healing electromagnetic field on inflammatory cytokine gene
    expression in rats.

    Jasti AC, Wetzel BJ, Aviles H, Vesper DN, Nindl G, Johnson MT.

    Terre Haute Center for Medical Education, Indiana University School of Medicine,
    Indiana State University, Terre Haute, IN 47809, USA.

    In earlier studies, we have shown that pulsed electromagnetic fields (PEMFs)
    induce programmed cell death in cultured T cells and that rats exposed in vivo to
    PEMFs have decreased T-cell proliferative capacity. These data led us to
    hypothesize that PEMFs might be used to control proliferation of inflammatory
    lymphocytes and therefore beneficially affect inflammatory diseases. Tendinitis
    is characterized by painful inflammation of the tendon. Inflammation is
    characterized by massive infiltration of T lymphocytes, neutrophils and
    macrophages into the damaged tissue. These inflammatory cells produce a variety
    of cytokines, which are the cellular regulators of inflammation. The current
    study tests whether in vivo PEMF effects are mediated via systemic cytokine
    production in rat tendinitis. Inflammation was chemically induced in female
    Harlan Sprague Dawley rats Achilles' tendons and a wound healing PEMF
    (Electrobiology, Inc.) was applied for 4 hours immediately following injury.
    Spleens from control and experimental animals were harvested 24 hours later and
    total RNA was extracted from the tissues. Gene expression was analyzed by reverse
    transcription of mRNA, and polymerase chain reaction amplification (RT-PCR) using
    primers specific for the cytokines IFN-gamma, IL-1 beta, IL-6, TNF-alpha, and
    TGF-beta, as well as for the control beta-actin. RT-PCR products were separated
    on 1.5% agarose gels and band intensities were normalized to beta-actin gene
    expression of the same sample. TGF-beta was the only cytokine produced at high
    levels in rats with tendinitis in comparison to the other cytokines. PEMFs did
    not show an effect on any cytokine expression in the spleens, 24 hours after
    induction of tendinitis. Further studies need to test if cumulative exposures of
    PEMFs are able to regulate inflammatory cytokine expression either at the site of
    inflammation or at the local lymph nodes.

    PMID: 11347390 [PubMed - indexed for MEDLINE]
    1. Curr Alzheimer Res. 2005 Dec;2(5):559-69.

    Induction of RhoGAP and pathological changes characteristic of Alzheimer's
    disease by UAHFEMF discharge in rat brain.

    Chang IF, Hsiao HY.

    Department of Biochemistry, University of Nevada, Reno, 89557, USA.

    Comment in:
    Curr Alzheimer Res. 2005 Dec;2(5):495-6.

    Novel experiments with Ultrasound Associated with High Frequency Electromagnetic
    Field (UAHFEMF) irradiation on rats and mice found evidences of characteristic
    Alzheimer's disease (AD) degenerations including neurite plaques, beta-amyloid,
    TAU plaque and deposition in cells, Neuro-Fibrillary Tangle and Paired Helical
    Filament (PHF) with rats and mice irradiated up to 2454 hours. Concomitant
    passive avoidance test was performed on six mice, and all showed signs of visual
    and auditory agnosia and lost cognition of threatening condition. The post
    section Thioflavin-S fluorescent microscopy found dilated ventricles and dense
    amyloid-deposition in Ca3 and dentate gyrus. In addition, PHF was identified in
    the 2454 hours-irradiated rat brain by electron microscope. A human T-cell
    activation RhoGTPase-activating protein (TAGAP) isoform b homolog (GenBank
    accession # P84107) induced in the UAHFEMF-treated rat brain was identified using
    electron spray ionization (ESI) liquid chromatography tandem mass spectrometry
    (LC/MS/MS). We hypothesized that one of the causes of AD can be the UAHFEMF
    discharges in human brain.

    PMID: 16375659 [PubMed - indexed for MEDLINE]

    Thank you for your enthusiasm for this research. I was the first author of the cited paper, and am writing on behalf of our lab. We are also very glad that this line of research shows such great promise, and that people are recognizing what an exciting topic this is.

    Our goal as a lab is to understand the effects of electric fields on the information processing capacity of brain cells, for both populations of cells and single neurons. Electric fields are prevalent endogenously in the brain, and are also easily controlled exogenously through non-invasive brain stimulation technologies such as tDCS and TMS.

    The criticism of slice research should not be directed at this study as this type of research has been conducted for decades and has led to many critical advances in medicine, though we agree further research is necessary to gain greater understanding of the effects of electric fields in vivo.

    Why Tononi is wrong

    In a recent NY Times article, Tononi chooses to propose a rather sketchily-described “Shannon informational” model to supplant a gamma synchrony model partly on these grounds;

    “Dr. Tononi sees serious problems in these models. When people lose consciousness from epileptic seizures, for instance, their brain waves become more synchronized. If synchronization were the key to consciousness, you would expect the seizures to make people hyperconscious instead of unconscious, he said. “

    http://www.nytimes.com/2010/09/21/science/21consciousness.html?_r=1

    Had Tononi been correct about this, this would have been the end of the "Zero power" model with its consequences for metabolism and "dark energy"

    Jouny et al (2010) http://www.ncbi.nlm.nih.gov/pubmed/19910249 surely should have suggested that this is premature closure, with an INCREASE in signal complexity – that is, decline in synchrony – associated with seizure

    Ours study of ECOG data (electrodes directly attached to the cortex, not on the scalp) confirms this. Sleep signal is least complex/disordered under PCA, first component explains 97%, awake is next, with 93% explained by the first component, while seizure has just 63% explained by first component.

    We will duly submit these results to a responsible peer-reviewed journal

    Sean O Nuallain PhD

    Hi all,

    We are currently offering a course on “Neuroscience and experience” as
    taught as an advanced seminar in Stanford. A sample lecture and
    outline of the course can be found at

    http://floyddogdesign.com/sean/newsyll2010.html

    The ethos of our institution can be found at the (under construction site;

    http://www.universityofireland.com/

    Queries can be sent to

    universityofireland@gmail.com

    Best wishes

    Sean

    I just published a paper in Biosemiotics that I think answers your question

    It's at

    http://www.springerlink.com/content/x10063878485504n/

    Warmly,

    Sean