Preparatory activity and the expansive null-space

MM Churchland, KV Shenoy - Nature Reviews Neuroscience, 2024 - nature.com
The study of the cortical control of movement experienced a conceptual shift over recent
decades, as the basic currency of understanding shifted from single-neuron tuning towards …

Analysis methods for large-scale neuronal recordings

C Stringer, M Pachitariu - Science, 2024 - science.org
Simultaneous recordings from hundreds or thousands of neurons are becoming routine
because of innovations in instrumentation, molecular tools, and data processing software …

Neural data transformer 2: multi-context pretraining for neural spiking activity

J Ye, J Collinger, L Wehbe… - Advances in Neural …, 2023 - proceedings.neurips.cc
The neural population spiking activity recorded by intracortical brain-computer interfaces
(iBCIs) contain rich structure. Current models of such spiking activity are largely prepared for …

Large-scale high-density brain-wide neural recording in nonhuman primates

EM Trautmann, JK Hesse, GM Stine, R ** network
dynamics, and neuronal activity influences synaptic strengths through activity-dependent …

Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics

W Qian, J Zavatone-Veth, B Ruben… - Advances in Neural …, 2025 - proceedings.neurips.cc
One of the central goals of neuroscience is to gain a mechanistic understanding of how the
dynamics of neural circuits give rise to their observed function. A popular approach towards …

Aligned and oblique dynamics in recurrent neural networks

F Schuessler, F Mastrogiuseppe, S Ostojic, O Barak - eLife, 2024 - elifesciences.org
The relation between neural activity and behaviorally relevant variables is at the heart of
neuroscience research. When strong, this relation is termed a neural representation. There …

Mechanisms underlying reshuffling of visual responses by optogenetic stimulation in mice and monkeys

A Sanzeni, A Palmigiano, TH Nguyen, J Luo, JJ Nassi… - Neuron, 2023 - cell.com
The ability to optogenetically perturb neural circuits opens an unprecedented window into
mechanisms governing circuit function. We analyzed and theoretically modeled neuronal …

[HTML][HTML] Comparison of electrical microstimulation artifact removal methods for high-channel-count prostheses

F Wang, X Chen, PR Roelfsema - Journal of Neuroscience Methods, 2024 - Elsevier
Background Neuroprostheses are used to electrically stimulate the brain, modulate neural
activity and restore sensory and motor function following injury or disease, such as …

Modeling Normal and Abnormal Circuit Development with Recurrent Neural Networks

D Zavitz, SN Ching, G Goodhill - Cold Spring Harbor …, 2024 - cshperspectives.cshlp.org
Neural development must construct neural circuits that can perform the computations
necessary for survival. However, many theoretical models of development do not explicitly …