Synthesis of models for excitable membranes, synaptic transmission and neuromodulation using a common kinetic formalism

A Destexhe, ZF Mainen, TJ Sejnowski - Journal of computational …, 1994 - Springer
Markov kinetic models were used to synthesize a complete description of synaptic
transmission, including opening of voltage-dependent channels in the presynaptic terminal …

Spiking neural networks for autonomous driving: A review

FS Martínez, J Casas-Roma, L Subirats… - … Applications of Artificial …, 2024 - Elsevier
The rapid progress of autonomous driving (AD) has triggered a surge in demand for safer
and more efficient autonomous vehicles, owing to the intricacy of modern urban …

[图书][B] Neuronal dynamics: From single neurons to networks and models of cognition

W Gerstner, WM Kistler, R Naud, L Paninski - 2014 - books.google.com
What happens in our brain when we make a decision? What triggers a neuron to send out a
signal? What is the neural code? This textbook for advanced undergraduate and beginning …

[图书][B] Spiking neuron models: Single neurons, populations, plasticity

W Gerstner, WM Kistler - 2002 - books.google.com
Neurons in the brain communicate by short electrical pulses, the so-called action potentials
or spikes. How can we understand the process of spike generation? How can we …

[图书][B] Neural engineering: Computation, representation, and dynamics in neurobiological systems

C Eliasmith, CH Anderson - 2003 - books.google.com
For years, researchers have used the theoretical tools of engineering to understand neural
systems, but much of this work has been conducted in relative isolation. In Neural …

High frequency stimulation of the subthalamic nucleus eliminates pathological thalamic rhythmicity in a computational model

JE Rubin, D Terman - Journal of computational neuroscience, 2004 - Springer
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) or the internal segment of
the globus pallidus (GPi) has recently been recognized as an important form of intervention …

Models of respiratory rhythm generation in the pre-Botzinger complex. I. Bursting pacemaker neurons

RJ Butera Jr, J Rinzel, JC Smith - Journal of …, 1999 - journals.physiology.org
A network of oscillatory bursting neurons with excitatory coupling is hypothesized to define
the primary kernel for respiratory rhythm generation in the pre-Bötzinger complex (pre …

[图书][B] Computational modeling of genetic and biochemical networks

JM Bower, H Bolouri - 2001 - books.google.com
The advent of ever more sophisticated molecular manipulation techniques has made it clear
that cellular systems are far more complex and dynamic than previously thought. At the …

[图书][B] Neural control engineering: the emerging intersection between control theory and neuroscience

SJ Schiff - 2011 - books.google.com
How powerful new methods in nonlinear control engineering can be applied to
neuroscience, from fundamental model formulation to advanced medical applications. Over …

Reduction of the Hodgkin-Huxley equations to a single-variable threshold model

WM Kistler, W Gerstner, JL Hemmen - Neural computation, 1997 - direct.mit.edu
It is generally believed that a neuron is a threshold element that fires when some variable u
reaches a threshold. Here we pursue the question of whether this picture can be justified …