A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy

Interictal spikes and epileptic seizures: their relationship and underlying rhythmicity

(2016) Philippa J. Karoly et al.   BRAIN

A Spiking Neural Network Methodology and System for Learning and Comparative Analysis of EEG Data From Healthy Versus Addiction Treated Versus Addiction Not Treated Subjects

(2016) Maryam Gholami Doborjeh et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Oscillation-Driven Spike-Timing Dependent Plasticity Allows Multiple Overlapping Pattern Recognition in Inhibitory Interneuron Networks

(2016) Jesús A. Garrido et al.   International Journal of Neural Systems

High-Density Liquid-State Machine Circuitry for Time-Series Forecasting

(2016) Josep L. Rosselló et al.   International Journal of Neural Systems

Wavelet decomposition and phase encoding of temporal signals using spiking neurons

(2016) Zhenzhong Wang et al.   NEUROCOMPUTING

A Spiking Neural Network System for Robust Sequence Recognition

(2016) Qiang Yu et al.   IEEE Transactions on Neural Networks and Learning Systems

Spiking neural network methodology for modelling, classification and understanding of EEG spatio-temporal data measuring cognitive processes

(2015) Nikola Kasabov et al.   INFORMATION SCIENCES

Adaptive learning rate of SpikeProp based on weight convergence analysis

(2015) Sumit Bam Shrestha et al.   NEURAL NETWORKS

A Wavelet-Statistical Features Approach for Nonconvulsive Seizure Detection

(2014) Priyanka Sharma et al.   CLINICAL EEG AND NEUROSCIENCE

AN OPTIMIZATION SPIKING NEURAL P SYSTEM FOR APPROXIMATELY SOLVING COMBINATORIAL OPTIMIZATION PROBLEMS

(2014) GEXIANG ZHANG et al.   International Journal of Neural Systems

OPTIMAL SPARSE APPROXIMATION WITH INTEGRATE AND FIRE NEURONS

(2014) SAMUEL SHAPERO et al.   International Journal of Neural Systems

A GENERALIZED LEAKY INTEGRATE-AND-FIRE NEURON MODEL WITH FAST IMPLEMENTATION METHOD

(2014) ZHENZHONG WANG et al.   International Journal of Neural Systems

SIMULATING VERTICAL AND HORIZONTAL INHIBITION WITH SHORT-TERM DYNAMICS IN A MULTI-COLUMN MULTI-LAYER MODEL OF NEOCORTEX

(2014) BEATA STRACK et al.   International Journal of Neural Systems

CODE-SPECIFIC LEARNING RULES IMPROVE ACTION SELECTION BY POPULATIONS OF SPIKING NEURONS

(2013) JOHANNES FRIEDRICH et al.   International Journal of Neural Systems

STUDYING THE ROLE OF SYNCHRONIZED AND CHAOTIC SPIKING NEURAL ENSEMBLES IN NEURAL INFORMATION PROCESSING

(2013) JOSEP L. ROSSELLÓ et al.   International Journal of Neural Systems

Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of Spatiotemporal Spike Patterns

(2013) Qiang Yu et al.   PLoS One

SPAN: SPIKE PATTERN ASSOCIATION NEURON FOR LEARNING SPATIO-TEMPORAL SPIKE PATTERNS

(2012) AMMAR MOHEMMED et al.   International Journal of Neural Systems

Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity

(2012) Matthieu Gilson et al.   NEURAL COMPUTATION

Supervised Learning in Multilayer Spiking Neural Networks

(2012) Ioana Sporea et al.   NEURAL COMPUTATION

The Chronotron: A Neuron That Learns to Fire Temporally Precise Spike Patterns

(2012) Răzvan V. Florian   PLoS One

AN STDP TRAINING ALGORITHM FOR A SPIKING NEURAL NETWORK WITH DYNAMIC THRESHOLD NEURONS

(2010) T. J. STRAIN et al.   International Journal of Neural Systems

KNOWLEDGE EXTRACTION FROM EVOLVING SPIKING NEURAL NETWORKS WITH RANK ORDER POPULATION CODING

(2010) SNJEZANA SOLTIC et al.   International Journal of Neural Systems

CASE STUDY ON A SELF-ORGANIZING SPIKING NEURAL NETWORK FOR ROBOT NAVIGATION

(2010) ERIC NICHOLS et al.   International Journal of Neural Systems

SPIKING NEURAL NETWORKS

(2009) SAMANWOY GHOSH-DASTIDAR et al.   International Journal of Neural Systems

Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting

(2009) Filip Ponulak et al.   NEURAL COMPUTATION

A new supervised learning algorithm for multiple spiking neural networks with application in epilepsy and seizure detection

(2009) Samanwoy Ghosh-Dastidar et al.   NEURAL NETWORKS

Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection

(2008) S. Ghosh-Dastidar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Delay learning and polychronization for reservoir computing

(2008) Hélène Paugam-Moisy et al.   NEUROCOMPUTING

Application of a multivariate seizure detection and prediction method to non-invasive and intracranial long-term EEG recordings

(2007) Ariane Schad et al.   CLINICAL NEUROPHYSIOLOGY

Bayesian Spiking Neurons II: Learning

(2007) Sophie Deneve   NEURAL COMPUTATION