Tag: cognitive
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Oscillatory Coordination in Cognitive Architectures: Old Dog, New Math
Oscillatory Coordination in Cognitive Architectures: Old Dog, New Math Been working in AI since before it was cool (think 80s expert systems, not ChatGPT hype). Lately I’ve been developing this cognitive architecture called OGI that uses Top-K gating between specialized modules. Works well, proved the stability, got the complexity down to O(k²). But something’s been…
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Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive Models
Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive Models arXiv:2412.20586v1 Announce Type: new Abstract: Contaminant observations and outliers often cause problems when estimating the parameters of cognitive models, which are statistical models representing cognitive processes. In this study, we test and improve the robustness of parameter estimation using amortized Bayesian inference (ABI)…