MOOC

Simulation Neurocience

Publications associées (1 000)

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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

2

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

EPFL2024

Simulation Neurocience

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Statistical Inference for Inverse Problems: From Sparsity-Based Methods to Neural Networks

Probing and modulating inter-areal coupling in the cortical visual motion processing pathway with non-invasive brain stimulation

InterpretCC: Intrinsic User-Centric Interpretability through Global Mixture of Experts

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Deep learning approach for identification of H II regions during reionization in 21-cm observations - II. Foreground contamination

Changes in spatial self-consciousness elicit grid cell–like representation in the entorhinal cortex

Synergetic Support of Cartilage Homeostasis via Coupled Thermal-Hydrostatic Pressure Stimuli

Modeling, fabrication and validation of 3D neural interfaces for peripheral nerves and brain organoids

Ethological computational psychiatry: Challenges and opportunities

Efficacy and safety of transcranial direct current stimulation to the ipsilesional motor cortex in subacute stroke (NETS): a multicenter, randomized, double-blind, placebo-controlled trial

Statistical Inference for Inverse Problems: From Sparsity-Based Methods to Neural Networks

Probing and modulating inter-areal coupling in the cortical visual motion processing pathway with non-invasive brain stimulation

Modeling, fabrication and validation of 3D neural interfaces for peripheral nerves and brain organoids

Ethological computational psychiatry: Challenges and opportunities

Deep learning approach for identification of H II regions during reionization in 21-cm observations - II. Foreground contamination

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Efficacy and safety of transcranial direct current stimulation to the ipsilesional motor cortex in subacute stroke (NETS): a multicenter, randomized, double-blind, placebo-controlled trial

InterpretCC: Intrinsic User-Centric Interpretability through Global Mixture of Experts

Synergetic Support of Cartilage Homeostasis via Coupled Thermal-Hydrostatic Pressure Stimuli

Changes in spatial self-consciousness elicit grid cell–like representation in the entorhinal cortex