Biophysics of Computation: Information Processing in Single Neurons (Computational Neuroscience Series)

A Model of Saliency-Based Visual Attention for Rapid Scene Analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence

Analog versus digital: extrapolating from electronics to neurobiology

Neural Computation

Spiking neurons and the induction of finite state machines

Theoretical Computer Science - Natural computing

Scalable hybrid computation with spikes

Neural Computation

On optimality in auditory information processing

Neural Computation

Higher-order statistics of input ensembles and the response of simple model neurons

Neural Computation

Spike and Burst Synchronization in a Detailed Cortical Network Model with I-F Neurons

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

The impact of spike timing variability on the signal-encoding performance of neural spiking models

Neural Computation

The development of cortical models to enable neural-based cognitive architectures

Computational models for neuroscience

Computation in a single Neuron: Hodgkin and Huxley revisited

Neural Computation

Tree-structured neural decoding

The Journal of Machine Learning Research

Neuronal Signal Transduction Aided by Noise at Threshold and at Saturation

Neural Processing Letters

A Highly Parallel Algorithm for the Numerical Simulation of Unsteady Diffusion Processes

IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01

Genetic design of discrete dynamical basis networks that approximate data sequences and functions

International Journal of Systems Science

Advancing the Boundaries of High-Connectivity Network Simulation with Distributed Computing

Neural Computation

Image Segmentation by Networks of Spiking Neurons

Neural Computation

A Learning Rule for Local Synaptic Interactions Between Excitation and Shunting Inhibition

Neural Computation

Synchronization of the Neural Response to Noisy Periodic Synaptic Input

Neural Computation

Detecting and Estimating Signals over Noisy and Unreliable Synapses: Information-Theoretic Analysis

Neural Computation

Spike-Timing-Dependent Hebbian Plasticity as Temporal Difference Learning

Neural Computation

A Model for Fast Analog Computation Based on Unreliable Synapses

Neural Computation

Neural Systems as Nonlinear Filters

Neural Computation

Calculation of Interspike Intervals for Integrate-and-Fire Neurons with Poisson Distribution of Synaptic Inputs

Neural Computation

Detecting and Estimating Signals in Noisy Cable Structures, I: Neuronal Noise Sources

Neural Computation

Detecting and Estimating Signals in Noisy Cable Structures, II: Information Theoretical Analysis

Neural Computation

Adaptive Neural Coding Dependent on the Time-Varying Statistics of the Somatic Input Current

Neural Computation

FROST: A Distributed Neurocomputational Model of Working Memory Maintenance

Journal of Cognitive Neuroscience

The role of short-term depression in sustained neural activity in the prefrontal cortex: a simulation study

Neural Networks - 2006 Special issue: Neurobiology of decision making

A biophysical neural accumulator model of decision making in an antisaccade task

Neurocomputing

Time-series prediction with single integrate-and-fire neuron

Applied Soft Computing

A fly-locust based neuronal control system applied to an unmanned aerial vehicle: the invertebrate neuronal principles for course stabilization, altitude control and collision avoidance

International Journal of Robotics Research

Synaptic Dynamics in Analog VLSI

Neural Computation

A Multichip Neuromorphic System for Spike-Based Visual Information Processing

Neural Computation

Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories

Neural Computation

Noise enhancement of signal transduction by parallel arrays of nonlinear neurons with threshold and saturation

Neurocomputing

A software for simulating steady-state properties of passive dendrites based on the cable theory

Computer Methods and Programs in Biomedicine

Two computational regimes of a single-compartment neuron separated by a planar boundary in conductance space

Neural Computation

Solving the problem of negative synaptic weights in cortical models

Neural Computation

Computational analysis and learning for a biologically motivated model of boundary detection

Neurocomputing

Processing visual stimuli using hierarchical spiking neural networks

Neurocomputing

Spike train probability models for stimulus-driven leaky integrate-and-fire neurons

Neural Computation

Adaptive Olfactory Encoding in Agents Controlled by Spiking Neural Networks

SAB '08 Proceedings of the 10th international conference on Simulation of Adaptive Behavior: From Animals to Animats

Motion Detection Using Spiking Neural Network Model

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence

First-firing statistics of a neuron bombarded by additive coloured noise: stochastic averaging method

International Journal of Computer Mathematics - Computer Mathematics in Dynamics and Control

Motion detection and object tracking with discrete leaky integrate-and-fire neurons

Applied Intelligence

On the relation between bursts and dynamic synapse properties: a modulation-based Ansatz

Computational Intelligence and Neuroscience

A linear ridgelet network

Neurocomputing

Transient responses of activity-dependent synapses to modulated pulse trains

Neurocomputing

The cat is out of the bag: cortical simulations with 109 neurons, 1013 synapses

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis

Edge Detection Based on Spiking Neural Network Model

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

Mean, variance, and autocorrelation of subthreshold potential fluctuations driven by filtered conductance shot noise

Neural Computation

Population models of temporal differentiation

Neural Computation

An asynchronous spiking chaotic neuron integrated circuit

Neurocomputing

Contrast saturation in a neuronally-based model of elementary motion detection

Neurocomputing

Modelling reduced excitability in aged CA1 neurons as a calcium-dependent process

Neurocomputing

On the relevance of the neurobiological analogue of the finite-state architecture

Neurocomputing

Evolving spiking neuron controllers for phototaxis and phonotaxis

EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing

Self-organizing maps with refractory period

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Spiking neural network performs discrete cosine transform for visual images

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications

On the noise-enhancing ability of stochastic hodgkin-huxley neuron systems

Neural Computation

Spectral method and high-order finite differences for the nonlinear cable equation

Neural Computation

Complex generalized-mean neuron model and its applications

Applied Soft Computing

Detection of bursts in extracellular spike trains using hidden semi-Markov point process models

Journal of Computational Neuroscience

Colour image segmentation based on a spiking neural network model inspired by the visual system

ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing

A fuzzy approach for robust reference-tracking-control design of nonlinear distributed parameter time-delayed systems and its application

IEEE Transactions on Fuzzy Systems

Robust observer-based tracking control of hodgkin-huxley neuron systems under environmental disturbances

Neural Computation

Unsupervised learning in second-order neural networks for motion analysis

Neurocomputing

The role of membrane threshold and rate in STDP silicon neuron circuit simulation

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Modeling growth and dynamics of neural networks via message passing in Erlang: neural models have a natural home in message passing functional programming languages

Proceedings of the 10th ACM SIGPLAN workshop on Erlang

Persistent membranous cross correlations due to the multiplicity of gates in ion channels

Journal of Computational Neuroscience

Learning with single quadratic integrate-and-fire neuron

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Adaptive co-ordinate transformation based on a spike timing-dependent plasticity learning paradigm

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Lattice neural networks with spike trains

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II

A novel approach for the implementation of large scale spiking neural networks on FPGA hardware

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Neural bistability and amplification mediated by NMDA receptors: Analysis of stationary equations

Neurocomputing

Impact of neuron models and network structure on evolving modular robot neural network controllers

Proceedings of the 14th annual conference on Genetic and evolutionary computation

Competition through selective inhibitory synchrony

Neural Computation

The effect of dendritic voltage-gated conductances on the neuronal impedance: a quantitative model

Journal of Computational Neuroscience

On the mechanisms underlying the depolarization block in the spiking dynamics of CA1 pyramidal neurons

Journal of Computational Neuroscience

A mathematical model for astrocytes mediated LTP at single hippocampal synapses

Journal of Computational Neuroscience

Compass: a scalable simulator for an architecture for cognitive computing

SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis

A compartmental model of linear resonance and signal transfer in dendrites

Neural Computation

Stochastic hodgkin-huxley equations with colored noise terms in the conductances

Neural Computation

Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes

Journal of Computational Neuroscience

Structure-preserving model reduction of passive and quasi-active neurons

Journal of Computational Neuroscience

Putting logic in modeling of biological neuron: a new framework

Proceedings of the 16th Communications & Networking Symposium

An investigation of the stochastic hodgkin-huxley models under noisy rate functions

Neural Computation

High-order accurate difference schemes for the Hodgkin-Huxley equations

Journal of Computational Physics

Foundations of automatic system for intrasurgical localization of subthalamic nucleus in Parkinson patients

Web Intelligence and Agent Systems