Bono J, Clopath C. (2019). Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity. PLoS computational biology. 15 [PubMed]

• Inhibitory neuron plasticity as a mechanism for ocular dominance plasticity (Bono & Clopath 2019) [Model]

Hiratani N, Fukai T. (2018). Redundancy in synaptic connections enables neurons to learn optimally. Proceedings of the National Academy of Sciences of the United States of America. 115 [PubMed]

• A model of optimal learning with redundant synaptic connections (Hiratani & Fukai 2018) [Model]

Maes A, Barahona M, Clopath C. (2020). Learning spatiotemporal signals using a recurrent spiking network that discretizes time. PLoS computational biology. 16 [PubMed]

• Learning spatiotemporal sequences using recurrent spiking NN that discretizes time (Maes et al 2020) [Model]

Sadeh S, Clopath C. (2020). Theory of neuronal perturbome in cortical networks Proceedings of the National Academy of Sciences of the United States of America. 117 [PubMed]

• A computational model of single-neuron perturbations (Sadeh and Clopath 2020) [Model]

Sadeh S, Clopath C, Rotter S. (2015). Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity. PLoS computational biology. 11 [PubMed]

• Functional balanced networks with synaptic plasticity (Sadeh et al, 2015) [Model]

Sadeh S, Clopath C, Rotter S. (2015). Processing of Feature Selectivity in Cortical Networks with Specific Connectivity. PloS one. 10 [PubMed]

• A spiking NN for amplification of feature-selectivity with specific connectivity (Sadeh et al 2015) [Model]

Sadeh S, Rotter S. (2015). Orientation selectivity in inhibition-dominated networks of spiking neurons: effect of single neuron properties and network dynamics. PLoS computational biology. 11 [PubMed]

• Orientation selectivity in inhibition-dominated recurrent networks (Sadeh and Rotter, 2015) [Model]

Sollini J, Chapuis GA, Clopath C, Chadderton P. (2018). ON-OFF receptive fields in auditory cortex diverge during development and contribute to directional sweep selectivity. Nature communications. 9 [PubMed]

• Plasticity forms non-overlapping adjacent ON and OFF RFs in cortical neurons (Sollini et al 2018) [Model]

Wilmes KA, Clopath C. (2019). Inhibitory microcircuits for top-down plasticity of sensory representations. Nature communications. 10 [PubMed]

• Inhibitory microcircuits for top-down plasticity of sensory representations (Wilmes & Clopath 2019) [Model]