# Neuroscience of Behavior

## TL;DR

The paper explores how behavior arises from complex neural processes and emphasizes the need to study both behavior and neural activity together.

## Contribution

It provides a unified framework integrating biological, environmental, and computational perspectives on behavior and neural systems.

## Key findings

- Behavior and neural activity are interdependent and must be studied together.
- Neural dynamics correlate with latent variables like intention and prediction error.
- Recent methods allow analyzing neural and behavioral data with shared computational models.

## Abstract

Behavior is not a mere sequence of responses to stimuli but the dynamic expression of internal processes such as planning, prediction, valuation, and inference. These functions arise from distributed and metabolically costly neural systems and are best understood by considering behavior and neural activity together. This article presents a narrative and conceptual review of the neuroscience of behavior, integrating biological, environmental, and computational perspectives. We synthesize evidence from motor control, neural population dynamics, predictive processing, and spontaneous behavior, showing that behavior cannot be explained without the neural systems that generate it, and that neural activity gains meaning only through detailed behavioral models. Neural dynamics correlate with latent variables, such as intention and prediction error, that structure adaptive action across timescales. Recent advances in behavioral analysis, dimensionality reduction, and computational modeling enable the analysis of neural and behavioral data with comparable complexity, revealing shared computational architectures that link population activity with the organization of action. Our methodology involved a targeted literature search in PubMed and Web of Science (1919–2025), supplemented by seminal earlier works. By combining mechanistic and functional analysis, we outline a unified framework that explains how brains, bodies, and environments together generate flexible, adaptive behavior.