SPIRA / paper

1.7 MB

Ctrl+K

1 contributor

SPIRA v3: cortex representation repair — direct input pathway, multi-timescale trace banks, structured trigram inputs; controlled A/B (SNN alone 0.40% -> 2.07% in-vocab held-out vs bigram 4.94% at matched vocab 4096); paper, README and docs updated to third iteration

6923c51 verified 18 days ago

figures
SPIRA v2: entropy-patch tokenization + hierarchical dopamine-gated spiking cortex + hippocampal one-shot memory with replay consolidation 18 days ago
cover.html

3.57 kB
SPIRA v2: entropy-patch tokenization + hierarchical dopamine-gated spiking cortex + hippocampal one-shot memory with replay consolidation 18 days ago
paper.tex

21.2 kB
SPIRA v3: cortex representation repair — direct input pathway, multi-timescale trace banks, structured trigram inputs; controlled A/B (SNN alone 0.40% -> 2.07% in-vocab held-out vs bigram 4.94% at matched vocab 4096); paper, README and docs updated to third iteration 18 days ago
paper_part2.tex

29.2 kB
SPIRA v3: cortex representation repair — direct input pathway, multi-timescale trace banks, structured trigram inputs; controlled A/B (SNN alone 0.40% -> 2.07% in-vocab held-out vs bigram 4.94% at matched vocab 4096); paper, README and docs updated to third iteration 18 days ago
refs.bib

4.05 kB
SPIRA v2: entropy-patch tokenization + hierarchical dopamine-gated spiking cortex + hippocampal one-shot memory with replay consolidation 18 days ago
spira_paper.pdf

938 kB
xet

SPIRA v3: cortex representation repair — direct input pathway, multi-timescale trace banks, structured trigram inputs; controlled A/B (SNN alone 0.40% -> 2.07% in-vocab held-out vs bigram 4.94% at matched vocab 4096); paper, README and docs updated to third iteration 18 days ago