Publications related to Dynamics of neuronal populations modeled by a Wilson–Cowan system account for the transient visibility of masked stimuli

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

Alexander Mathis, Alberto Silvio Chiappa, Alessandro Marin Vargas, Axel Bisi

Proprioception tells the brain the state of the body based on distributed sensors in the body. However, the principles that govern proprioceptive processing from those distributed sensors are poorly understood. Here, we employ a task-driven neural network ...

EPFL Infoscience2024

Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub

Felix Schürmann, Armando Romani, Michele Migliore, Luca Leonardo Bologna

To build biophysically detailed models of brain cells, circuits, and regions, a data-driven approach is increasingly being adopted. This helps to obtain a simulated activity that reproduces the experimentally recorded neural dynamics as faithfully as possi ...

2023

Learnable latent embeddings for joint behavioural and neural analysis

Mackenzie Mathis, Steffen Schneider, Jin Hwa Lee

Mapping behavioural actions to neural activity is a fundamental goal of neuroscience. As our ability to record large neural and behavioural data increases, there is growing interest in modelling neural dynamics during adaptive behaviours to probe neural re ...

NATURE PORTFOLIO2023

Task-driven neural network models predict neural dynamics of proprioception

Alexander Mathis, Alberto Silvio Chiappa, Alessandro Marin Vargas, Axel Bisi

2023

Mesoscopic description of hippocampal replay and metastability in spiking neural networks with short-term plasticity

Tilo Schwalger, Valentin Marc Schmutz

Bottom-up models of functionally relevant patterns of neural activity provide an explicit link between neuronal dynamics and computation. A prime example of functional activity patterns are propagating bursts of place-cell activities called hippocampal rep ...

PUBLIC LIBRARY SCIENCE2022

Evidence accumulation relates to perceptual consciousness and monitoring

Olaf Blanke, Fosco Bernasconi, Mi Xue Tan, Nathan Quentin Faivre, Michael Eric Anthony Pereira, Wenwen Chang

A fundamental scientific question concerns the neural basis of perceptual consciousness and perceptual monitoring resulting from the processing of sensory events. Although recent studies identified neurons reflecting stimulus visibility, their functional r ...

2021

Deconvolution of Sustained Neural Activity From Large-Scale Calcium Imaging Data

Dimitri Nestor Alice Van De Ville, Fikret Isik Karahanoglu, Younes Farouj

Recent technological advances in light-sheet microscopy make it possible to perform whole-brain functional imaging at the cellular level with the use of Ca2+ indicators. The outstanding spatial extent and resolution of this type of data open unique opportu ...

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2020

Neural signal recording and processing in somatic neuroprosthetic applications. A review

Silvestro Micera, Stanisa Raspopovic, Andrea Cimolato

Neurointerfaces have acquired major relevance as both rehabilitative and therapeutic tools for patients with spinal cord injury, limb amputations and other neural disorders. Bidirectional neural interfaces are a key component for the functional control of ...

ELSEVIER2020

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Dynamics of neuronal populations modeled by a Wilson–Cowan system account for the transient visibility of masked stimuli

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

Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub

Learnable latent embeddings for joint behavioural and neural analysis

Task-driven neural network models predict neural dynamics of proprioception

Mesoscopic description of hippocampal replay and metastability in spiking neural networks with short-term plasticity

Uncovering the neural encoding of behavior in the adult Drosophila motor system

Methods for acute and long-term imaging of the ventral nerve cord in behaving adult Drosophila

Evidence accumulation relates to perceptual consciousness and monitoring

Deconvolution of Sustained Neural Activity From Large-Scale Calcium Imaging Data

Neural signal recording and processing in somatic neuroprosthetic applications. A review

Graph Chatbot

Chat with Graph Search

Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub

Learnable latent embeddings for joint behavioural and neural analysis

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

Mesoscopic description of hippocampal replay and metastability in spiking neural networks with short-term plasticity

Task-driven neural network models predict neural dynamics of proprioception

Uncovering the neural encoding of behavior in the adult Drosophila motor system

Methods for acute and long-term imaging of the ventral nerve cord in behaving adult Drosophila

Evidence accumulation relates to perceptual consciousness and monitoring

Deconvolution of Sustained Neural Activity From Large-Scale Calcium Imaging Data

Neural signal recording and processing in somatic neuroprosthetic applications. A review