Publications
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The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
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Directed and acyclic synaptic connectivity in the human layer 2-3 cortical microcircuit
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Population-level coding of avoidance learning in medial prefrontal cortex
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MC Layer Normalization for calibrated uncertainty in Deep Learning
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Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions
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Theoretical principles explain the structure of the insect head direction circuit
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Striatum-projecting prefrontal cortex neurons support working memory maintenance
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Bio-inspired, task-free continual learning through activity regularization.
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Meta-Learning via Classifier (-free) Guidance.
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AI to the Rescue of Voltage Imaging.
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Learning Cortical Hierarchies with mporal Hebbian Updates.
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Deep Brain Imaging in the Move
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Minimizing Control for Credit Assignment with Strong Feedback
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Different encoding of reward location in dorsal and intermediate hippocampus
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Neural networks with late-phase weights
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Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
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Credit Assignment in Neural Networks through Deep Feedback Control
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Posterior Meta-Replay for Continual Learning
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Continual Learning in Recurrent Neural Networks
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Fast retrograde access to projection neuron circuits underlying vocal learning in songbirds.
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Deep learning-based behavioral analysis reaches human accuracy and is capable of outperforming commercial solutions.
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A Theoretical framework for Target Propagation.
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Continual Learning with Hypernetworks.
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Wide. Deep. Fast. Recent Advances in vivo Multi-Photon Microscopy of Neuronal Activity.
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Amygdala neuronal ensembles dynamically encode behavioral states.
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An amygdalar neural ensemble that encodes the unpleasantness of pain
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Diametric neural ensemble dynamics in parkinsonian and dyskinetic states.
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Neuronal Representation of Social Information in the Medial Amygdala of Awake Behaving Mice.
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Social Behavior shapes hypothalamic neural ensemble representations of conspecific sex.
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Neural dynamics underlying a long-term associative memory.
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Distinct Hippocampal Pathways Mediate Dissociable Roles of Context in Memory Retrieval.
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4A/Nogo-A influences the distribution of Kir4.1 but is not essential for potassium conductance in retinal Müller glia.
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High-speed recording of neural spikes in awake mice and flies with a fluorescent voltage sensor.
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Cellular Level Brain Imaging in Behaving Mammals: An Engineering Approach.
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Visualizing mammalian brain area interactions by dual-axis two-photon calcium imaging.
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High-speed two-photon calcium imaging of neuronal population activity using acousto-optic deflectors.
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Two-photon optogenetic toolbox for fast inhibition, excitation and bistable modulation.
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Selective Regulation of NR2B by Protein Phosphatase-1 for the Control of the NMDA Receptor in Neuroprotection
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Enhancement of CA3 hippocampal network activity by activation of group II metabotropic glutamate receptors.
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Fast two-layer two-photon imaging of neuronal cell populations using an electrically tunable lens.
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High-speed in vivo calcium imaging reveals spike trains in neuronal networks with near-millisecond precision.
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Backpropagation of realistic action potential output along apical and basal dendrites of slender-tufted L5A pyramidal neurons.
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Optical probing of neuronal ensemble activity.
