Representative publications by the presenters relating to the Workshop
Lawrence M. Ward
Synchronous neural oscillations and cognitive processes
TRENDS in Cognitive Sciences Vol.7 No.12 December 2003
The central problem for cognitive neuroscience is to describe how cognitive
processes arise from brain processes. This review summarizes the recent
evidence that synchronous neural oscillations reveal much about the origin and
nature of cognitive processes such as memory, attention and consciousness.
Memory processes are most closely related to theta and gamma rhythms, whereas
attention seems closely associated with alpha and gamma rhythms. Conscious
awareness may arise from synchronous neural oscillations occurring globally
throughout the brain rather than from the locally synchronous oscillations
that occur when a sensory area encodes a stimulus. These associations between
the dynamics of the brain and cognitive processes indicate progress towards a
unified theory of brain and cognition.
Lucia Melloni, Carlos Molina, Marcela Pena, David Torres, Wolf Singer, and
Synchronization of Neural Activity across Cortical Areas Correlates with
Subliminal stimuli can be deeply processed and activate similar brain areas as
consciously perceived stimuli. This raises the question which signatures of
neural activity critically differentiate conscious from unconscious
processing. Transient synchronization of neural activity has been proposed as
a neural correlate of conscious perception. Here we test this proposal by
comparing the electrophysiological responses related to the processing of
visible and invisible words in a delayed matching to sample task. Both
perceived and nonperceived words caused a similar increase of local (gamma)
oscillations in the EEG, but only perceived words induced a transient
long-distance synchronization of gamma oscillations across widely separated
regions of the brain. After this transient period of temporal coordination,
the electrographic signatures of conscious and unconscious processes continue
to diverge. Only words reported as perceived induced (1) enhanced theta
oscillations over frontal regions during the maintenance interval, (2) an
increase of the P300 component of the event- related potential, and (3) an
increase in power and phase synchrony of gamma oscillations before the
anticipated presentation of the test word. We propose that the critical
process mediating the access to conscious perception is the early transient
global increase of phase synchrony of oscillatory activity in the gamma
Satu Palva and J. Matias Palva
New vistas for alpha-frequency band oscillations
TRENDS in Neurosciences Vol.30 No.4
The amplitude of a-frequency band (8-14 Hz) activity in the human
electroencephalogram is suppressed by eye opening, visual stimuli and visual
scanning, whereas it is enhanced during internal tasks, such as mental
calculation and working memory. Alpha-frequency band oscillations have hence
been thought to reflect idling or inhibition of task-irrelevant cortical
areas. However, recent data on a-amplitude and, in particular, alpha-phase
dynamics posit a direct and active role for alpha-frequency band rhythmicity
in the mechanisms of attention and consciousness. We propose that simultaneous
alpha-, beta- (14- 30 Hz) and gamma- (30-70 Hz) frequency band oscillations
are required for unified cognitive operations, and hypothesize that
cross-frequency phase synchrony between alpha, beta and gamma oscillations
coordinates the selection and maintenance of neuronal object representations
during working memory, perception and consciousness.
Paul L. Nunez
Toward a Quantitative Description of Large Scale Neocortical Dynamic Function
Behavioral and Brain Sciences, 2000
A general conceptual framework for large-scale neocortical dynamics based on
data from many laboratories is applied to a variety of experimental designs,
spatial scales and brain states, and mathematical theories, but includes
experimental predictions from both inside and outside EEG. Partly distinct,
but interacting local processes (eg, neural networks) arise from functional
segregation. Global processes arise from functional integration and can
facilitate (top down) synchronous activity in remote cell groups that function
simultaneously at several different spatial scales. Simultaneous local
processes may help drive (bottom up) macroscopic global dynamics observed with
EEG (or MEG).
A local/global dynamic theory is outlined that is consistent with EEG data and
the proposed conceptual framework. The theory is neutral on properties of
neural networks, embedded within macroscopic fields. Nevertheless, the purely
global part of the theory makes several qualitative and semi-quantitative
predictions of EEG measures of traveling and standing wave phenomena. A more
general "meta-theory" also suggests what large-scale quantitative theories of
neocortical dynamics may be like when more accurate treatment of local and
non-linear effects is achieved.
The theory describes the dynamics of fields of excitatory and inhibitory
synaptic action fields. EEG and MEG provide large-scale estimates of
modulation of these synaptic fields about background levels. Brain states are
determined by neuromodulatory control parameters. Purely local states are
dominated by local feedback gains and rise and decay times of post-synaptic
potentials. Dominant local frequencies vary with brain region. Other states
are purely global, with moderate to high coherence over large distances.
Multiple global mode frequencies are due to a combination of delays in
cortico-cortical axons and neocortical boundary conditions. Global frequencies
are identical at all cortical regions. But most states are local/global,
involving dynamic interactions between local networks and the global system.
Observed EEG frequencies may involve "matching" of local resonant frequencies
with one or more of the multiple, closely spaced global frequencies.
Bernard J. Baars and Stan Franklin
An architectural model of conscious and unconscious brain functions:
Global Workspace Theory and IDA.
Neural Networks, 2007
While neural net models have been developed to a high degree of
sophistication, they have some drawbacks at a more integrative,
"architectural" level of analysis. We describe a "hybrid" cognitive
architecture that is implementable in neuronal nets, and which has uniform
brain-like features, including activation-passing and highly distributed
"codelets", implementable as small-scale neural nets. Empirically, this
cognitive architecture accounts qualitatively for the data described by Baars'
Global Workspace Theory (GWT), and Franklin's LIDA architecture, including
state-of-the-art models of conscious contents in action-planning,
Baddeley-style Working Memory, and working models of episodic and semantic
longterm memory. These terms are defined both conceptually and empirically for
the current theoretical domain. The resulting architecture meets four
desirable goals for a unified theory of cognition: practical workability,
autonomous agency, a plausible role for conscious cognition, and
translatability into plausible neural terms. It also generates testable
predictions, both empirical and computational.
Wolfgang Klimesch, Paul Sauseng, Simon Hanslmayr
(Review) EEG alpha oscillations: The inhibition–timing hypothesis
Brain Research Reviews, June 2006
The traditional belief is that the event-related alpha response can solely be described in
terms of suppression or event-related desynchronization (ERD). Recent research, however,
has shown that under certain conditions alpha responds reliably with an increase in
amplitudes (event-related synchronization or ERS). ERS is elicited in situations, where
subjects withhold or control the execution of a response and is obtained over sites that
probably are under, or exert top-down control. Thus, we assume that alpha ERS reflects top-
down, inhibitory control processes. This assumption leads over to the timing aspect of our
hypothesis. By the very nature of an oscillation, rhythmic amplitude changes reflect
rhythmic changes in excitation of a population of neurons. Thus, the time and direction of a
change – described by phase – is functionally related to the timing of neuronal activation
processes. A variety of findings supports this view and shows, e.g., that alpha phase
coherence increases between task-relevant sites and that phase lag lies within a time range
that is consistent with neuronal transmission speed. Another implication is that phase reset
will be a powerful mechanism for the event-related timing of cortical processes. Empirical
evidence suggests that the extent of phase locking is a functionally sensitive measure that is
related to cognitive performance. Our general conclusion is that alpha ERS plays an active
role for the inhibitory control and timing of cortical processing whereas ERD reflects the
gradual release of inhibition associated with the emergence of complex spreading activation
Edelman DB, Baars BJ, Seth AK.
Identifying hallmarks of consciousness in non-mammalian species.
Conscious Cogn. 2005 Mar;14(1):169-87.
Most early studies of consciousness have focused on human subjects. This is understandable,
given that humans are capable of reporting accurately the events they experience through language or by
way of other kinds of voluntary response. As researchers turn their attention to other animals, "accurate report" methodologies
become increasingly difficult to apply. Alternative strategies for amassing evidence
for consciousness in non-human species include searching for evolutionary homologies in anatomical substrates
and measurement of physiological correlates of conscious states. In addition, creative means must be
developed for eliciting behaviors consistent with consciousness. In this paper, we explore whether necessary
conditions for consciousness can be established for species as disparate as birds and cephalopods.
We conclude that a strong case can be made for avian species and that the case for cephalopods remains open.
Nonetheless, a consistent effort should yield new means for interpreting animal behavior.