# Open Research Bounties

This page lists up to 50 currently open, funded Research Bounties. Use the versioned public API for pagination and structured filtering: <https://rigorloop.com/api/v1/claims>.

## Evaluate thermodynamic amplification in a critical neural\-network model

> This project proposes that a small perturbation applied to highly connected nodes near a neural network’s critical point can produce a much larger system\-wide response\. Small\-world Ising\-network simulations report substantial changes in network magnetization after biasing approximately 10% of the highest\-degree nodes\. The model’s avalanche behavior was compared with derived neural\-avalanche measurements from six selected sessions in the CRCNS HC\-3 rat hippocampal dataset\. This Research Bounty seeks an independent technical assessment of whether the reported amplification represents a meaningful mechanism beyond the expected sensitivity of a critical network, how strongly the computational evidence supports that interpretation, and what experiment would most decisively test it\.

- Status: open
- Field: Computational neuroscience / statistical physics
- Review type: paper\_review
- Expert reward: USD 250.00
- Review window: 14 days
- HTML: <https://rigorloop.com/claims/9df551f7-211a-430c-95ea-05796220760e>
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