Boolean Matrices and the Stability of Neural Nets
- 1 April 1963
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Electronic Computers
- Vol. EC-12 (2) , 61-66
- https://doi.org/10.1109/PGEC.1963.263415
Abstract
The functional states of a neural (combinational) net of prescribed interconnection geometry and over-all net function are characterized and enumerated. The problem is formalized for a class of nets having an arbitrary number of inputs and outputs by introducing the notion of a Boolean matrix. The concept of stability of neural nets (which is closely related to the set of functional states over which the input-output function is invariant) is precisely defined and evaluated for certain general classes of nets.Keywords
This publication has 1 reference indexed in Scilit:
- A note on Boolean matrix theoryProceedings of the American Mathematical Society, 1952