Bs. Gutkin et al., Turning on and off with excitation: The role of spike-timing asynchrony and synchrony in sustained neural activity, J COMPUT N, 11(2), 2001, pp. 121-134
Delay-related sustained activity in the prefrontal cortex of primates, a ne
urological analogue of working memory, has been proposed to arise from syna
ptic interactions in local cortical circuits. The implication is that memor
ies are coded by spatially localized foci of sustained activity. We investi
gate the mechanisms by which sustained foci are initiated, maintained, and
extinguished by excitation in networks of Hodgkin-Huxley neurons coupled wi
th biophysical spatially structured synaptic connections. For networks with
a balance between excitation and inhibition, a localized transient stimulu
s robustly initiates a localized focus of activity. The activity is then ma
intained by recurrent excitatory AMPA-like synapses. We find that to mainta
in the focus, the firing must be asynchronous. Consequently, inducing trans
ient synchrony through an excitatory stimulus extinguishes the sustained ac
tivity. Such a monosynaptic excitatory turn-off mechanism is compatible wit
h the working memory being wiped clean by an efferent copy of the motor com
mand. The activity that codes working memories may be structured so that th
e motor command is both the read-out and a direct clearing signal. We show
examples of data that is compatible with our theory.