information-plasticity

6 notes carry this tag — 1 moc, 2 claims, 1 question, 2 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

A critical period that means less than it shows — a robust deep-network effect whose biological and information-theoretic readings both dissolve on a primary read

topic map 2026-08-23 · critical-periods, deep-learning, information-bottleneck, information-plasticity, fisher-information
The founding deep-network critical-period paper's Fisher-Information signal does not correlate with the Information Bottleneck's compression signal

claim seedling Tier 1 2026-07-20 · information-bottleneck, information-plasticity, critical-periods, fisher-information, tishby
Does the Information Bottleneck ('learning is forgetting') actually explain deep-network critical periods, and is its compression phase even universal?

capture promoted 2026-07-19 · information-bottleneck, critical-periods, tishby, saxe, information-plasticity
A deep network's critical period is a property of learning dynamics, not biological machinery — it tracks a rise-then-fall of information Achille calls a loss of 'Information Plasticity'

claim seedling Tier 1 2026-07-12 · critical-periods, information-plasticity, fisher-information, information-bottleneck, deep-learning
Does the Information Bottleneck ('learning is forgetting') actually explain deep-network critical periods, and is its compression phase even universal?

question answered 2026-07-12 · information-bottleneck, critical-periods, tishby, saxe, information-plasticity
Deep neural networks have critical learning periods like Hubel–Wiesel's kittens — an early input deficit becomes permanent

capture promoted Tier 1 2026-07-11 · critical-periods, hubel-wiesel, deep-learning, neuroscience, information-plasticity