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Muscle activities in similar arms performing identical tasks reveal the neural basis of muscle synergies

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Publications associées à Muscle activities in similar arms performing identical tasks reveal the neural basis of muscle synergies | EPFL Graph Search

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Scott William Pesme

In this PhD manuscript, we explore optimisation phenomena which occur in complex neural networks through the lens of

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-layer diagonal linear networks. This rudimentary architecture, which consists of a two layer feedforward linear network with a diagonal ...

EPFL2024

Muscle activities in similar arms performing identical tasks reveal the neural basis of muscle synergies

Graph Chatbot

Chattez avec Graph Search

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Task-driven neural network models predict neural dynamics of proprioception: Neural network model weights

Task-driven neural network models predict neural dynamics of proprioception: Experimental data, activations and predictions of neural network models

Accelerometry as a tool for measuring the effects of transcranial magnetic stimulation

Infusing structured knowledge priors in neural models for sample-efficient symbolic reasoning

Generalization of Scaled Deep ResNets in the Mean-Field Regime

Non-invasive stimulation of the human striatum disrupts reinforcement learning of motor skills

Evaluation of antigravitational support levels provided by a passive upper-limb occupational exoskeleton in repetitive arm movements

Fast adaptation to rule switching using neuronal surprise

Reduced Training Data for Laser Ultrasound Signal Interpretation by Neural Networks

Deep Learning Theory Through the Lens of Diagonal Linear Networks