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The neuroconnectionist research programme
A Doerig, RP Sommers, K Seeliger… - Nature Reviews …, 2023 - nature.com
Artificial neural networks (ANNs) inspired by biology are beginning to be widely used to
model behavioural and neural data, an approach we call 'neuroconnectionism'. ANNs have …
model behavioural and neural data, an approach we call 'neuroconnectionism'. ANNs have …
Large-scale neural recordings call for new insights to link brain and behavior
Neuroscientists today can measure activity from more neurons than ever before, and are
facing the challenge of connecting these brain-wide neural recordings to computation and …
facing the challenge of connecting these brain-wide neural recordings to computation and …
A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence
Extensive sampling of neural activity during rich cognitive phenomena is critical for robust
understanding of brain function. Here we present the Natural Scenes Dataset (NSD), in …
understanding of brain function. Here we present the Natural Scenes Dataset (NSD), in …
Learnable latent embeddings for joint behavioural and neural analysis
Map** 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 …
ability to record large neural and behavioural data increases, there is growing interest in …
Hierarchical graph learning for protein–protein interaction
Abstract Protein-Protein Interactions (PPIs) are fundamental means of functions and
signalings in biological systems. The massive growth in demand and cost associated with …
signalings in biological systems. The massive growth in demand and cost associated with …
On the analyses of medical images using traditional machine learning techniques and convolutional neural networks
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …
Neuropixels 2.0: A miniaturized high-density probe for stable, long-term brain recordings
INTRODUCTION Electrode arrays based on complementary metal-oxide semiconductor
silicon fabrication technology, such as Neuropixels probes, have enabled recordings of …
silicon fabrication technology, such as Neuropixels probes, have enabled recordings of …
Ultraflexible electrode arrays for months-long high-density electrophysiological map** of thousands of neurons in rodents
Penetrating flexible electrode arrays can simultaneously record thousands of individual
neurons in the brains of live animals. However, it has been challenging to spatially map and …
neurons in the brains of live animals. However, it has been challenging to spatially map and …
[HTML][HTML] A taxonomy of transcriptomic cell types across the isocortex and hippocampal formation
The isocortex and hippocampal formation (HPF) in the mammalian brain play critical roles in
perception, cognition, emotion, and learning. We profiled∼ 1.3 million cells covering the …
perception, cognition, emotion, and learning. We profiled∼ 1.3 million cells covering the …
A sensory–motor theory of the neocortex
RPN Rao - Nature neuroscience, 2024 - nature.com
Recent neurophysiological and neuroanatomical studies suggest a close interaction
between sensory and motor processes across the neocortex. Here, I propose that the …
between sensory and motor processes across the neocortex. Here, I propose that the …