Reda Tali

Microtubule-Augmented Perceptron: Structured Biological Topology as an Inductive Bias for Reservoir Computing

Inspired by the intracellular structure of biological neurons, we propose a computational microtubule module that provides additional internal processing within a perceptron. We use a classical automata abstraction of the microtubule lattice geometry 13 protofilaments × 20 rings...

Microtubule-Augmented Perceptron: Structured Biological Topology as an Inductive Bias for Reservoir Computing

Inspired by the intracellular structure of biological neurons, we propose a computational microtubule module that provides additional internal processing within a perceptron. We use a classical automata abstraction of the microtubule lattice geometry 13 protofilaments × 20 rings...