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 …
because of innovations in instrumentation, molecular tools, and data processing software …
[HTML][HTML] Integrating across behaviors and timescales to understand the neural control of movement
The nervous system evolved to enable navigation throughout the environment in the pursuit
of resources. Evolutionarily newer structures allowed increasingly complex adaptations but …
of resources. Evolutionarily newer structures allowed increasingly complex adaptations but …
Population-level coding of avoidance learning in medial prefrontal cortex
B Ehret, R Boehringer, EA Amadei, MR Cervera… - Nature …, 2024 - nature.com
The medial prefrontal cortex (mPFC) has been proposed to link sensory inputs and
behavioral outputs to mediate the execution of learned behaviors. However, how such a link …
behavioral outputs to mediate the execution of learned behaviors. However, how such a link …
Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior
Neural dynamics can reflect intrinsic dynamics or dynamic inputs, such as sensory inputs or
inputs from other brain regions. To avoid misinterpreting temporally structured inputs as …
inputs from other brain regions. To avoid misinterpreting temporally structured inputs as …
MotorNet, a Python toolbox for controlling differentiable biomechanical effectors with artificial neural networks
Artificial neural networks (ANNs) are a powerful class of computational models for
unravelling neural mechanisms of brain function. However, for neural control of movement …
unravelling neural mechanisms of brain function. However, for neural control of movement …
[HTML][HTML] From innate to instructed: A new look at perceptual decision-making
LT Oesch, MB Ryan, AK Churchland - Current Opinion in Neurobiology, 2024 - Elsevier
Understanding how subjects perceive sensory stimuli in their environment and use this
information to guide appropriate actions is a major challenge in neuroscience. To study …
information to guide appropriate actions is a major challenge in neuroscience. To study …
Decoding the brain: From neural representations to mechanistic models
A central principle in neuroscience is that neurons within the brain act in concert to produce
perception, cognition, and adaptive behavior. Neurons are organized into specialized brain …
perception, cognition, and adaptive behavior. Neurons are organized into specialized brain …
De novo motor learning creates structure in neural activity that shapes adaptation
Animals can quickly adapt learned movements to external perturbations, and their existing
motor repertoire likely influences their ease of adaptation. Long-term learning causes lasting …
motor repertoire likely influences their ease of adaptation. Long-term learning causes lasting …
Speech and music recruit frequency-specific distributed and overlapping cortical networks
To what extent does speech and music processing rely on domain-specific and domain-
general neural networks? Using whole-brain intracranial EEG recordings in 18 epilepsy …
general neural networks? Using whole-brain intracranial EEG recordings in 18 epilepsy …
[HTML][HTML] Nonlinear manifolds underlie neural population activity during behaviour
There is rich variety in the activity of single neurons recorded during behaviour. Yet, these
diverse single neuron responses can be well described by relatively few patterns of neural …
diverse single neuron responses can be well described by relatively few patterns of neural …