6. Chapter Six: General Discussion:
6.6. Conclusion:
To conclude, in this study we set out to provide a complex investigation of the
properties of both the auditory-induced and the tactile-induced Double Flash Illusions,
mainly focusing on the latter of these two effects. The main aim here was predominantly to
focus on providing specific details on the underlying mechanisms subtending the two
illusory effects. This was with a view of informing our overall understanding as to the way in
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We first wished to re-confirm previous findings that had suggested a tight functional
relationship between occipital alpha frequencies and the temporal profile for the auditory-
induced DFI (Cecere et al., 2015). In this instance, we were indeed able to replicate these
previous findings, finding a significant correlation that was also shown to survive Robust
Skipped Correlations (Pernet et al., 2013), we take this as evidence of the robustness of this effect.
We were also able to provide key details on the tactile-induced DFI, providing for the
first time a measurement of its temporal profile (100 ms). We also provided evidence of a
relationship between this TWI and the corresponding TWI of the auditory-induced effect.
Incidentally these values were also found to not differ significantly from one another.
What we also found was evidence of visual beta frequencies playing a role in this
tactile-visual processing, providing evidence of a tight relationship between peak beta
frequency in the visual cortex and the TWI for this tactile-induced effect. This was found to
be the case for when tactile stimuli were presented to both the left hand and to the right.
Robust Skipped Correlations once again supported the robustness of these effects.
Instead of both illusory effects being determined by local visual processes we believe
this may mean that there is a differential effect for both tasks. It could be that the functional
connectivity between the two interconnected cortices set the fate of the illusory effects. We
theorise that the processing speed of information subtending these connection could be set
by the pre-synaptic region. Thus the time it takes for information from the auditory or
somatosensory cortex to reverberate into the visual cortex could correspond to the time it
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the case of the auditory-visual effect this would thus implicate alpha processes and beta
processes would subsequently be implicated for the tactile-visual counterpart.
In Experiment Two we wished to stimulate the connection between the
somatosensory cortex and the visual cortex to test for the specific hypothesis that the
oscillatory frequency coding for the TWI is determined by the specific timing of network
communication. In this research we were able to implement a modified version of a neuro-
modulatory protocol known as ccPAS (originally introduced with the specific aim of
modulating functional connectivity) in order to experimentally modify the connectivity
between the target areas. This was done by specifically reducing the timing of
communication between the two nodes of the target network which we thought was
indexed by the speed of occipital beta frequencies. The manipulation of the ccPAS timing to
reflect a slower pace of beta oscillations resulted in a corresponding reduction in beta
speed, as measured at the visual cortex, which in turn was shown to subsequently correlate
with an increase in the temporal size of the TWI for the tactile illusion. This once again
provides evidence that it appears to be properties of the connection subtending the two
interconnected regions that sets the fate of the illusory response, rather than local
properties as was originally assumed.
Finally, in Experiment Three we also provided a control condition to this ccPAS
protocol. In this case, instead of stimulating at a time slightly slower than normal processing
speed (i.e. the cycle duration of one beta wave), we stimulated at a time directly
corresponding to this value. As we were only stimulating at the normal processing speed of
the network we theorised that we should expect no change in beta processing speed, nor
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we wished to mimic the conditions of the previous stimulation, using a parameter that
should result in no beta modulation. This was with a view of finding a differentiation of
results and hence eliminating the possibility that previous findings only occurred as a result
of a general slowing down of neuro-oscillatory processes associated with inserting noise into
the system.
In this condition, in line with our expectations, no change in beta processing speed
was found post-ccPAS. In addition, no change in the size of the TWI was found either. This
suggests that the stimulation that we used in the previous investigation was strictly
frequency specific and the changes that we observed we not simply due to a general
slowing down of processing as a result of inserting noise into the system. This also provides
further evidence of the role of functional connectivity in multisensory processing.
In this investigation we concluded that the specific mechanism subtending the
specific parameters of the illusory effects may be comparable across sensory modalities but
simultaneously they also reflect the peculiarity of each sensory modality that is being
utilised, including temporal resolution. In other words, we theorise that auditory and tactile
crossmodal induced visual illusions might have been caused by the specific oscillatory
properties of each sensory signal’s pairing. The different oscillatory processes linked to
these effects could be explained as the specific computational speed needed by the cross-
sensory network to efficiently integrate information, thus representing the optimal
quantum for temporal binding between a given cross-sensory pair when impacting visual
processing specifically.
In addition to providing information on these illusions and in turn general
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the ccPAS method as a way of modulating long-range multisynaptic connections. Previous
research has only demonstrated the effectiveness of the method in terms of shorter-range
networks (Chiappini et al., 2018; Rizzo et al., 2011; Rizzo et al., 2009; Romei et al., 2016).
Here however we have provided evidence to suggest that the method can also be used to
stimulate at a longer-ranges between more remote, but still functionally interconnected
areas of the brain (in this case, from the somatosensory cortex to the visual cortex). In
providing this research we also demonstrate the specificity of the method. Finally we also
provide evidence for the first time that this method can be used as a way of investigating
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