Neural network research builds on the fiction that neurons are simple linear threshold units, completely neglecting the highly dynamic and complex nature of synapses, dendrites and voltage-dependent ionic currents. This textbook rectifies this situation, speaking to undergraduate and graduate students and beyond in the neuroscience, electrical and computer engineering and physics communities. |