Articles

Biologically plausible local synaptic learning rules robustly implement deep supervised learning

in Neuromorphic Engineering

• Masataka Konishi
• Kei M. Igarashi
• Keiji Miura

A novel learning rule for long-term plasticity of short-term synaptic plasticity enhances temporal processing

• Dean Buonomano
• Tiago P Carvalho

Dendritic Synapse Location and Neocortical Spike-Timing-Dependent Plasticity

• Robert C Froemke
• Johannes J Letzkus
• Bjorn Kampa
• Giao B Hang
• Greg Stuart

Spike Timing Dependent Plasticity: A Consequence of More Fundamental Learning Rules

• Harel Z Shouval
• Samuel S. -H Wang
• Gayle M Wittenberg

Mapping Hebbian Learning Rules to Coupling Resistances for Oscillatory Neural Networks

in Neuromorphic Engineering

• Corentin Delacour
• Aida Todri-Sanial

Event-Based Update of Synapses in Voltage-Based Learning Rules

• Jonas Stapmanns
• Jan Hahne
• Moritz Helias
• Matthias Bolten
• Markus Diesmann
• David Dahmen

Oscillatory neural network learning for pattern recognition: an on-chip learning perspective and implementation

in Neuromorphic Engineering

• Madeleine Abernot
• Nadine Azemard
• Aida Todri-Sanial

A Survey of Robotics Control Based on Learning-Inspired Spiking Neural Networks

• Zhenshan Bing
• Claus Meschede
• Florian Röhrbein
• Kai Huang
• Alois C. Knoll

Comparison of Pattern Discrimination Mechanisms of Hebbian and Spatiotemporal Learning Rules in Self-Organization

• Hiromichi Tsukada
• Minoru Tsukada

Anti-Hebbian Spike-Timing-Dependent Plasticity and Adaptive Sensory Processing

• Patrick D Roberts
• Todd K Leen

Eligibility Traces and Plasticity on Behavioral Time Scales: Experimental Support of NeoHebbian Three-Factor Learning Rules

• Wulfram Gerstner
• Marco Lehmann
• Vasiliki Liakoni
• Dane Corneil
• Johanni Brea

Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules

• Nicolas Frémaux
• Wulfram Gerstner

Nonlinear Dendritic Coincidence Detection for Supervised Learning

• Fabian Schubert
• Claudius Gros

Temporal modulation of spike-timing-dependent plasticity

• Robert C Froemke
• Dominique Debanne
• Guo-Qiang Bi

NMDA receptors mediate stimulus-timing-dependent plasticity and neural synchrony in the dorsal cochlear nucleus

• Roxana A Stefanescu
• Susan Shore

Bayesian continual learning via spiking neural networks

• Nicolas Skatchkovsky
• Hyeryung Jang
• Osvaldo Simeone