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M. Shanahan

33 papers hereh-index 5011.9k citations178 works total

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

author position
  • sole author4
  • first author4
  • middle author13
  • last author12

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.AI7
  • cs.CL3
  • q-bio.NC3
  • cs.CV2
  • physics.bio-ph2
same name
  • M. Shanahan — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedDeep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

498 citations · 1.8k across the 31 of their papers we have counts for

collaborators
Showing q-bio.NCShow all

3 papers · 1 filter

q-bio.NC2021★ 73 cited

Integrated information as a common signature of dynamical and information-processing complexity

Pedro A. M. Mediano, Fernando E. Rosas, Juan Carlos Farah +3

The apparent dichotomy between information-processing and dynamical approaches to complexity science forces researchers to choose between two diverging sets of tools and explanatio…

q-bio.NC2017★ 5 cited

Balanced Information Storage and Transfer in Modular Spiking Neural Networks

Pedro A. M. Mediano, Murray Shanahan

While information processing in complex systems can be described in abstract, general terms, there are cases in which the relation between these computations and the physical subst…

q-bio.NC2016★ 17 cited

Integrated Information and Metastability in Systems of Coupled Oscillators

Pedro A. M. Mediano, Juan Carlos Farah, Murray Shanahan

It has been shown that sets of oscillators in a modular network can exhibit a rich variety of metastable chimera states, in which synchronisation and desynchronisation coexist. Ind…

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