TY - JOUR
T1 - Spiking neural nets with symbolic internal state
AU - O'Dwyer, Carl
AU - Richardson, Daniel
N1 - ID number: ISI:000231637900003
PY - 2005/9/30
Y1 - 2005/9/30
N2 - A type of spiking neural net in which the internal state functions of the neurons are represented symbolically rather than numerically is described. This makes possible subtle forms of short term memory, but also raises both computational and mathematical problems. It is shown how interval arithmetic can be used for event driven simulation. Computational times are given for some tests of an implementation resulting from these ideas., Applications are briefly discussed.
AB - A type of spiking neural net in which the internal state functions of the neurons are represented symbolically rather than numerically is described. This makes possible subtle forms of short term memory, but also raises both computational and mathematical problems. It is shown how interval arithmetic can be used for event driven simulation. Computational times are given for some tests of an implementation resulting from these ideas., Applications are briefly discussed.
UR - http://dx.doi.org/10.1016/j.ipl.2005.05.020
U2 - 10.1016/j.ipl.2005.05.020
DO - 10.1016/j.ipl.2005.05.020
M3 - Article
SN - 0020-0190
VL - 95
SP - 529
EP - 536
JO - Information Processing Letters
JF - Information Processing Letters
IS - 6
ER -