Spiking Neural Network with plasticity in the time domain recovers temporal information from a noisy pattern using reference spikes

Spiking Neural Networks and Their Applications: A Review

(2022) Kashu Yamazaki et al.   Brain Sciences

Supervised learning in spiking neural networks: A review of algorithms and evaluations

(2020) Xiangwen Wang et al.   NEURAL NETWORKS

Brian 2, an intuitive and efficient neural simulator

(2019) Marcel Stimberg et al.   eLife

Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks

(2019) Emre O. Neftci et al.   IEEE SIGNAL PROCESSING MAGAZINE

A review of learning in biologically plausible spiking neural networks

(2019) Aboozar Taherkhani et al.   NEURAL NETWORKS

Propagation delays determine neuronal activity and synaptic connectivity patterns emerging in plastic neuronal networks

(2018) Mojtaba Madadi Asl et al.   CHAOS

Deep learning in spiking neural networks

(2018) Amirhossein Tavanaei et al.   NEURAL NETWORKS

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Dendritic and Axonal Propagation Delays May Shape Neuronal Networks With Plastic Synapses

(2018) Mojtaba Madadi Asl et al.   Frontiers in Physiology

Axonal Conduction Delays, Brain State, and Corticogeniculate Communication

(2017) Carl R. Stoelzel et al.   JOURNAL OF NEUROSCIENCE

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

(2015) Peter U. Diehl et al.   Frontiers in Computational Neuroscience

DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons

(2015) Aboozar Taherkhani et al.   IEEE Transactions on Neural Networks and Learning Systems

A neuromorphic implementation of multiple spike-timing synaptic plasticity rules for large-scale neural networks

(2015) Runchun M. Wang et al.   Frontiers in Neuroscience

Molecular Mechanisms for Synchronous, Asynchronous, and Spontaneous Neurotransmitter Release

(2013) Pascal S. Kaeser et al.   Annual Review of Physiology

Monitoring spike train synchrony

(2012) Thomas Kreuz et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2012) Răzvan V. Florian   PLoS One

Axon Physiology

(2011) Dominique Debanne et al.   PHYSIOLOGICAL REVIEWS

Neurobiologically Realistic Determinants of Self-Organized Criticality in Networks of Spiking Neurons

(2011) Mikail Rubinov et al.   PLoS Computational Biology

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

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience

Decoupling through Synchrony in Neuronal Circuits with Propagation Delays

(2008) Evgueniy V. Lubenov et al.   NEURON

Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains

(2008) Timothée Masquelier et al.   PLoS One