This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...

Collagen is the most abundant protein in the human body and has an important role in healthy tissue as well as in a range of prevalent diseases. Medical research and diagnostics hence call for means ...

Abstract: Many safety-critical applications of neural networks, such as robotic control, require safety guarantees. This article introduces a method for ensuring the safety of learned models for ...

Scientific knowledge advances through the interplay of empiricism and theory. Empirical observations of environmental ...

Abstract: Pedestrian detection is a challenging task in practical scenarios. Data augmentation is an effective way to deal with this problem, but designing a suitable data augmentation policy requires ...

This repository is the official implementation of the paper "Enhancing State Estimation in Robots: A Data-Driven Approach with Differentiable Ensemble Kalman Filters", which has been accepted to 2023 ...

To check the city slips, candidates will have to key in their application number and date of birth in the login window to ...

Auditory neurons in the FlyWire/FAFB whole-brain connectome.

This repository contains the code for the paper [ICLR 23] TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs. We propose TILP, the first differentiable framework for temporal ...

Neurons are cells that transmit electrical signals through the nervous system. Motor neurons control muscle activity and movement by carrying impulses from the brain and spinal cord. Sensory neurons ...