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 …

Large-scale neural recordings call for new insights to link brain and behavior

AE Urai, B Doiron, AM Leifer, AK Churchland - Nature neuroscience, 2022 - nature.com
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 …

A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence

EJ Allen, G St-Yves, Y Wu, JL Breedlove… - Nature …, 2022 - nature.com
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 …

Learnable latent embeddings for joint behavioural and neural analysis

S Schneider, JH Lee, MW Mathis - Nature, 2023 - nature.com
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 …

Hierarchical graph learning for protein–protein interaction

Z Gao, C Jiang, J Zhang, X Jiang, L Li, P Zhao… - Nature …, 2023 - nature.com
Abstract Protein-Protein Interactions (PPIs) are fundamental means of functions and
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

S Iqbal, A N. Qureshi, J Li, T Mahmood - Archives of Computational …, 2023 - Springer
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …

Neuropixels 2.0: A miniaturized high-density probe for stable, long-term brain recordings

NA Steinmetz, C Aydin, A Lebedeva, M Okun… - Science, 2021 - science.org
INTRODUCTION Electrode arrays based on complementary metal-oxide semiconductor
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

Z Zhao, H Zhu, X Li, L Sun, F He, JE Chung… - Nature biomedical …, 2023 - nature.com
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 …

[HTML][HTML] A taxonomy of transcriptomic cell types across the isocortex and hippocampal formation

Z Yao, CTJ Van Velthoven, TN Nguyen, J Goldy… - Cell, 2021 - cell.com
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 …

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 …