Spherical Separability: Associative Memories

With bounded pattern vectors, separability by a hyperplane implies separability by a hypersphere (the concept of spherical separability). Such concept of spherical separability was innovated by authors. In this research paper, based on the concept of spherical separability, novel associative memories are proposed. The dynamics of the associative memories is shown to lead to a stable state or a cycle of length atmost 2, starting in an initial condition.