Continuous Online Sequence Learning with an Unsupervised Neural Network Model

Why Neurons Have Thousands of Synapses, a Theory of Sequence Memory in Neocortex

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Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Learned spatiotemporal sequence recognition and prediction in primary visual cortex

(2014) Jeffrey P Gavornik et al.   NATURE NEUROSCIENCE

Online sequential extreme learning machine with kernels for nonstationary time series prediction

(2014) Xinying Wang et al.   NEUROCOMPUTING

Active Properties of Neocortical Pyramidal Neuron Dendrites

(2013) Guy Major et al.   Annual Review of Neuroscience

Predicting Taxi–Passenger Demand Using Streaming Data

(2013) Luis Moreira-Matias et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Matching Recall and Storage in Sequence Learning with Spiking Neural Networks

(2013) J. Brea et al.   JOURNAL OF NEUROSCIENCE

Dendritic spikes enhance stimulus selectivity in cortical neurons in vivo

(2013) Spencer L. Smith et al.   NATURE

Inferring Nonlinear Neuronal Computation Based on Physiologically Plausible Inputs

(2013) James M. McFarland et al.   PLoS Computational Biology

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

(2012) Souhaib Ben Taieb et al.   EXPERT SYSTEMS WITH APPLICATIONS

Activity recall in a visual cortical ensemble

(2012) Shengjin Xu et al.   NATURE NEUROSCIENCE

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Handling drifts and shifts in on-line data streams with evolving fuzzy systems

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The decade of the dendritic NMDA spike

(2010) Srdjan D. Antic et al.   JOURNAL OF NEUROSCIENCE RESEARCH

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

(2009) Filip Ponulak et al.   NEURAL COMPUTATION

Distributed Fading Memory for Stimulus Properties in the Primary Visual Cortex

(2009) Danko Nikolić et al.   PLOS BIOLOGY

Pyramidal neurons: dendritic structure and synaptic integration

(2008) Nelson Spruston   NATURE REVIEWS NEUROSCIENCE