Christodoulou C, Bugmann G, Clarkson T (2002) A Spiking Neuron Model: Applications and Learning. Neural Networks 15:891-908

Jaramillo S, Pearlmutter BA (2007) Optimal coding predicts attentional modulation of activity in neural systems. Neural Comput 19:1295-312 [Journal] [PubMed]

Keith GP, Smith MA, Crawford JD (2007) Functional organization within a neural network trained to update target representations across 3-D saccades. J Comput Neurosci 22:191-209 [Journal] [PubMed]

Matsubara T, Torikai H (2016) An Asynchronous Recurrent Network of Cellular Automaton-Based Neurons and Its Reproduction of Spiking Neural Network Activities. IEEE Trans Neural Netw Learn Syst 27:836-52 [Journal] [PubMed]

Nitta T (2004) Orthogonality of decision boundaries in complex-valued neural networks. Neural Comput 16:73-97 [PubMed]

Oohori T, Naganuma H, Watanabe K (2007) A new backpropagation learning algorithm for layered neural networks with nondifferentiable units. Neural Comput 19:1422-35 [Journal] [PubMed]

Raudies F, Zilli EA, Hasselmo ME (2014) Deep belief networks learn context dependent behavior. PLoS One 9:e93250 [Journal] [PubMed]

•	Deep belief network learns context dependent behavior (Raudies, Zilli, Hasselmo 2014) [Model]

Síma J, Orponen P (2003) General-purpose computation with neural networks: a survey of complexity theoretic results. Neural Comput 15:2727-78 [Journal] [PubMed]

Stroud JP, Porter MA, Hennequin G, Vogels TP (2018) Motor primitives in space and time via targeted gain modulation in cortical networks. Nat Neurosci 21:1774-1783 [Journal] [PubMed]

•	Modelling gain modulation in stability-optimised circuits (Stroud et al 2018) [Model]

Troyer TW, Doupe AJ (2000) An associational model of birdsong sensorimotor learning I. Efference copy and the learning of song syllables. J Neurophysiol 84:1204-23 [Journal] [PubMed]

Troyer TW, Doupe AJ (2000) An associational model of birdsong sensorimotor learning II. Temporal hierarchies and the learning of song sequence. J Neurophysiol 84:1224-39 [Journal] [PubMed]

Unsworth CP, Coghill G (2006) Excessive noise injection training of neural networks for markerless tracking in obscured and segmented environments. Neural Comput 18:2122-45 [Journal] [PubMed]

Whittington JCR, Bogacz R (2017) An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity. Neural Comput 29:1229-1262 [Journal] [PubMed]

•	Supervised learning with predictive coding (Whittington & Bogacz 2017) [Model]

Windisch D (2005) Loading Deep Networks Is Hard: The Pyramidal Case Neural Comput 17:487-502