Evolution as Explanation: The Origins of Neural Codes and their Efficiencies
Han Kim

TL;DR
This paper challenges the exclusive focus on natural selection as the explanation for neural code efficiency, emphasizing the roles of neutral stochastic forces and proposing a pluralistic framework for understanding neural evolution.
Contribution
It introduces a new framework that differentiates the roles of adaptive and stochastic evolutionary forces in shaping neural codes, expanding the explanatory scope beyond natural selection.
Findings
Highlights the influence of neutral stochastic forces on neural code evolution
Proposes a pluralistic approach integrating adaptive and non-adaptive explanations
Encourages neuroscience to consider multiple evolutionary mechanisms
Abstract
Neural codes appear efficient. Naturally, neuroscientists contend that an efficient process is responsible for generating efficient codes. They argue that natural selection is the efficient process that generates those codes. Although natural selection is an adaptive process, evolution itself, is not. Evolution consists of not only natural selection, but also neutral stochastic forces that can generate biological inefficiencies. The explanatory power of natural selection cannot be appealed to, without regards for the remaining evolutionary forces. In this paper, we aim to reformulate the explanatory role of evolutionary forces on neural coding, with special attention to neutral forces. We propose a framework that argues for differing contributions of adaptive and stochastic evolutionary forces, for different phenotypic `levels', including those of neural codes. We assert that this…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNeural dynamics and brain function · Embodied and Extended Cognition · Animal Vocal Communication and Behavior
