Computational Neuroscience: Publications
Read the latest papers published by our researchers.
Results
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The surprising secret identity of the semidefinite relaxation of K-means: manifold learning
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Resource-efficient perceptron has sparse synaptic weight distribution
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The comprehensive connectome of a neural substrate for ‘ON’ motion detection in Drosophila
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The comprehensive connectome of a neural substrate for ‘ON’ motion detection in Drosophila
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Why do similarity matching objectives lead to Hebbian/anti-Hebbian networks?
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Cerebellar granule cells acquire a widespread predictive feedback signal during motor learning
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Integrative neuromechanics of crawling in D. melanogaster larvae
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Neocortex: a lean mean memory storage machine
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Neocortex: a lean mean storage machine
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Derivation of Neural Circuits from the Similarity Matching Principle
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Do retinal ganglion cells project natural scenes to their principal subspace and whiten them?
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Self-calibrating neural networks for dimensionality reduction
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Acute off-target effects of neural circuit manipulations
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A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
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To Myelinate or Not to Myelinate?
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Synaptic circuits and their variations within different columns in the visual system of Drosophila
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Synaptic circuits and their variations within different columns in the visual system of Drosophila
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Automatic Adaptation to Fast Input Changes in a Time-Invariant Neural Circuit
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Automatic adaptation to fast input changes in a time-invariant neural circuit
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FNTM: A Server for Predicting Functional Networks of Tissues in Mouse
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A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data
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A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features
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A consistent muscle activation strategy underlies crawling and swimming in Caenorhabditis elegans
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A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data
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A consistent muscle activation strategy underlies crawling and swimming in Caenorhabditis elegans
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A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization
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A Neuron as a Signal Processing Device
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Toward large-scale connectome reconstructions
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Wiring economy can account for cell body placement across species and brain areas