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Ryan Singh

8 papers hereh-index 440 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.IR2
  • cs.LG2
  • cs.NE2

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedJPC: Flexible Inference for Predictive Coding Networks in JAX

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?

Francesco Innocenti, El Mehdi Achour, Ryan Singh +1

Predictive coding (PC) is an energy-based learning algorithm that performs iterative inference over network activities before updating weights. Recent work suggests that PC can con…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.