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Training dynamically balanced excitatory-inhibitory networks

PloS one, 2019-08, Vol.14 (8), p.e0220547-e0220547

2019

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Generation of stable heading representations in diverse visual scenes

Nature (London), 2019-12, Vol.576 (7785), p.126-131

2019

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Building functional networks of spiking model neurons

Nature neuroscience, 2016-03, Vol.19 (3), p.350-355

2016

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Random convergence of olfactory inputs in the Drosophila mushroom body

Nature (London), 2013-05, Vol.497 (7447), p.113-117

2013

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full-FORCE: A target-based method for training recurrent networks

PloS one, 2018-02, Vol.13 (2), p.e0191527-e0191527

2018

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Generating Coherent Patterns of Activity from Chaotic Neural Networks

Neuron (Cambridge, Mass.), 2009-08, Vol.63 (4), p.544-557

2009

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Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity

Proceedings of the National Academy of Sciences - PNAS, 2017-10, Vol.114 (44), p.E9366-E9375

2017

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The complete connectome of a learning and memory centre in an insect brain

Nature (London), 2017-08, Vol.548 (7666), p.175-182

2017

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Dimension of Activity in Random Neural Networks

Physical review letters, 2023-09, Vol.131 (11), p.118401-118401, Article 118401

2023

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The neuronal architecture of the mushroom body provides a logic for associative learning

eLife, 2014-12, Vol.3, p.e04577-e04577

2014

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Synaptic computation

Nature, 2004-10, Vol.431 (7010), p.796-803

2004

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Meta-learning synaptic plasticity and memory addressing for continual familiarity detection

Neuron (Cambridge, Mass.), 2022-02, Vol.110 (3), p.544-557.e8

2022

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Sparse balance: Excitatory-inhibitory networks with small bias currents and broadly distributed synaptic weights

PLoS computational biology, 2022-02, Vol.18 (2), p.e1008836

2022

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Gating multiple signals through detailed balance of excitation and inhibition in spiking networks

Nature neuroscience, 2009-04, Vol.12 (4), p.483-491

2009

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Sparse RNNs can support high-capacity classification

PLoS computational biology, 2022-12, Vol.18 (12), p.e1010759-e1010759

2022

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Signal Propagation and Logic Gating in Networks of Integrate-and-Fire Neurons

The Journal of neuroscience, 2005-11, Vol.25 (46), p.10786-10795

2005

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Eigenvalue spectra of random matrices for neural networks

Physical review letters, 2006-11, Vol.97 (18), p.188104-188104, Article 188104

2006

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Neural learning rules for generating flexible predictions and computing the successor representation

eLife, 2023-03, Vol.12

2023

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A temporal basis for predicting the sensory consequences of motor commands in an electric fish

Nature neuroscience, 2014-03, Vol.17 (3), p.416-422

2014

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Flexible neural control of motor units

Nature neuroscience, 2022-11, Vol.25 (11), p.1492-1504

2022

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Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity

PLoS computational biology, 2016-03, Vol.12 (3), p.e1004750-e1004750

2016

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Presynaptic inhibition of spinal sensory feedback ensures smooth movement

Nature (London), 2014-05, Vol.509 (7498), p.43-48

2014

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Competitive Hebbian learning through spike-timing-dependent synaptic plasticity

Nature neuroscience, 2000-09, Vol.3 (9), p.919-926

2000

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Emergent neural dynamics and geometry for generalization in a transitive inference task

PLoS computational biology, 2024-04, Vol.20 (4), p.e1011954-e1011954

2024

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Hue selectivity from recurrent circuitry in Drosophila

Nature neuroscience, 2024-06, Vol.27 (6), p.1137-1147

2024

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Training dynamically balanced excitatory-inhibitory networks

Generation of stable heading representations in diverse visual scenes

Building functional networks of spiking model neurons

Random convergence of olfactory inputs in the Drosophila mushroom body

full-FORCE: A target-based method for training recurrent networks

Generating Coherent Patterns of Activity from Chaotic Neural Networks

Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity

The complete connectome of a learning and memory centre in an insect brain

Dimension of Activity in Random Neural Networks

The neuronal architecture of the mushroom body provides a logic for associative learning

Synaptic computation

Meta-learning synaptic plasticity and memory addressing for continual familiarity detection

Sparse balance: Excitatory-inhibitory networks with small bias currents and broadly distributed synaptic weights

Gating multiple signals through detailed balance of excitation and inhibition in spiking networks

Sparse RNNs can support high-capacity classification

Signal Propagation and Logic Gating in Networks of Integrate-and-Fire Neurons

Eigenvalue spectra of random matrices for neural networks

Neural learning rules for generating flexible predictions and computing the successor representation

A temporal basis for predicting the sensory consequences of motor commands in an electric fish

Flexible neural control of motor units

Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity

Presynaptic inhibition of spinal sensory feedback ensures smooth movement

Competitive Hebbian learning through spike-timing-dependent synaptic plasticity

Emergent neural dynamics and geometry for generalization in a transitive inference task

Hue selectivity from recurrent circuitry in Drosophila

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