Introduction -- Hebbian Learning -- The LMS Algorithm -- The Hebbian-LMS Algorithm -- Inside the membrane; The percent Hebbian-LMS algorithm -- Synaptic scaling and homeostasis -- Synaptic plasticity -- Addiction. This book takes the notions of adaptivity and learning from the …
This book takes the notions of adaptivity and learning from the realm of engineering into the realm of biology and natural processes. It introduces a Hebbian-LMS algorithm, an integration of unsupervised Hebbian learning and supervised LMS learning in neural networks, as a mathe…
