Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
1998-08-04
International Journal of Neural Systems 11 (2001) 179-186
Physics
Condensed Matter
Disordered Systems and Neural Networks
Scientific paper
A correspondence is established between the elements of logic reasoning systems (knowledge bases, rules, inference and queries) and the hardware and dynamical operations of neural networks. The correspondence is framed as a general translation dictionary which, hopefully, will allow to go back and forth between symbolic and network formulations, a desirable step in learning-oriented systems and multicomputer networks. In the framework of Horn clause logics it is found that atomic propositions with n arguments correspond to nodes with n-th order synapses, rules to synaptic intensity constraints, forward chaining to synaptic dynamics and queries either to simple node activation or to a query tensor dynamics.
Martins Joao
Mendes Rui Vilela
No associations
LandOfFree
Neural networks and logical reasoning systems. A translation table does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.
If you have personal experience with Neural networks and logical reasoning systems. A translation table, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Neural networks and logical reasoning systems. A translation table will most certainly appreciate the feedback.
Profile ID: LFWR-SCP-O-393870