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Thoughts on consciousness, the world, an I myself
Functionality of Predictive Coding
2026-07-08
Predictive Coding is a biologically inspired framework where the brain continuously generates predictions about incoming sensory data and updates itself based on prediction error — not raw input. This post covers the theory, how it compares to standard deep learning, and experimental results across autoencoding, classification, and generation, finishing with its connection to spiking neural networks and continual learning.
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DeepSEA-SHARCQ
2026-07-08
Automating whole-brain image analysis with deep learning. I advanced the original SHARCQ pipeline to fully automate brain slice alignment, registration, and cell quantification using Neural Best Buddies, triangular mesh morphing, and classical computer vision.
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