Experiences gathered over the past six years in teaching a graduate ne
ural networks subject are reported. Various neural network software si
mulators have been critically evaluated during this time, as to their
suitability for supporting the laboratory component of this subject. S
pecific examples obtained using the NeuralWorks Professional II+ simul
ator are demonstrated.