Neuronal networks of dissociated cortical neurons from neonatal rats were c
ultured over a multielectrode dish with 64 active sites, which were used bo
th for recording the electrical activity and for stimulation. After about 4
weeks of culture, a dense network of neurons had developed and their elect
rical activity was studied. When a brief voltage pulse was applied to one e
xtracellular electrode, a clear electrical response was evoked over almost
the entire network. When a strong voltage pulse was used, the response was
composed of an early phase, terminating within 25 ms, and a late phase whic
h could last several hundreds of milliseconds. Action potentials evoked dur
ing the early phase occurred with a precise timing with a small jitter and
the electrical activity initiated by a localized stimulation diffused signi
ficantly over the network. In contrast, the late phase was characterized by
the occurrence of clusters of electrical activity with significant spatio-
temporal fluctuations. The late phase was suppressed by adding small amount
s of D(-)-2-amino-5-phosphonovaleric acid to the extracellular medium, or b
y increasing the amount of extracellular Mg2+. The electrical activity of t
he network was substantially increased by the addition of bicuculline to th
e extracellular medium. The results presented here show that the neuronal n
etwork may exist in two different dynamical states: one state in which the
neuronal network behaves as a non-chaotic deterministic system and another
state where the system exhibits large spatio-temporal fluctuations, charact
eristic of stochastic or chaotic systems.