The Computing Dendrite : From Structure to Function - Cuntz, Hermann; Remme, Michiel W.H.; Torben-Nielsen, Benjamin; SpringerLink (Online service) (New York, NY : Springer New York : Imprint: Springer, 2014)
Part 1: Dendritic morphology -- The cell biology of dendrite differentiation -- Archetypes and outliers in the neuromorphological space -- Neuronal arborizations, spatial innervation and emergent network connectivity -- Shaping of neurons by environmental interaction -- Modelling dendrite shape from wiring principles -- A statistical theory of dendritic morphology -- Reverse engineering the 3D structure and sensory-evoked signal flow of rat vibrissal cortex -- Optimized dendritic morphologies for noisy inputs -- Part 2: Dendritic computation -- Noisy dendrites: models of dendritic integration in vivo -- Distributed parallel processing in retinal amacrine cells -- Dendritic computation of direction in retinal neurons -- Rapid integration across tonotopy by individual auditory brainstem octopus cells -- Computing temporal sequence with dendrites -- Modelling the cellular mechanisms of fly optic flow processing -- Biophysical mechanisms of computation in a looming sensitive neuron -- Biophysics of synaptic inhibition in dendrites -- Role of nonuniform dendrite properties on input processing by GABAergic interneurons -- Subthreshold resonance and membrane potential oscillations in a neuron with non-uniform active dendritic properties -- A trade-off between dendritic democracy and independence in neurons with intrinsic subthreshold membrane potential oscillations -- Dendrites enhance both single neuron and network computation -- Dendritic size and topology influence burst firing in pyramidal cells -- Stochastic ion channel gating and probabilistic computation in dendritic neurons -- Cellular and dendritic memory allocation -- Synaptic plasticity and pattern recognition in cerebellar Purkinje cells -- Response of gap junction coupled dendrites: a sum-over-trips approach -- Automated parameter constraining of single neuron models -- Morphological reduction of dendritic neurons -- Index.
Keywords: Neurosciences; Neurobiology; Neural networks (Computer science) .; Neurosciences; Neurobiology; Mathematical Models of Cognitive Processes and Neural Networks