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researcher

Richard C. Gerum

York University

10 papers hereh-index 211.1k citations57 works total

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

author position
  • sole author1
  • first author3
  • middle author3

Across the 7 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.NE2
  • q-bio.NC2
  • cs.CV1
  • cs.GR1
  • cs.MS1
affiliations
  • York University
ORCID 0000-0001-5893-2650

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedHow deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks

61 citations · 266 across the 10 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

q-bio.QM2018★ 30 cited

Objective estimation of sensory thresholds based on neurophysiological parameters

Achim Schilling, Richard Gerum, Patrick Krauss +3

Reliable determination of sensory thresholds is the holy grail of signal detection theory. However, there exists no gold standard for the estimation of thresholds based on neurophy…

cs.LG2018★ 61 cited

How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks

Achim Schilling, Claus Metzner, Jonas Rietsch +3

Deep neural networks typically outperform more traditional machine learning models in their ability to classify complex data, and yet is not clear how the individual hidden layers…

q-bio.NC2018★ 26 cited

Open(G)PIAS: An open source solution for the construction of a high-precision Acoustic-Startle-Response (ASR) setup for tinnitus screening and threshold estimation in rodents

Richard Gerum, Hinrich Rahlfs, Matthias Streb +7

The acoustic startle reflex (ASR) that can be induced by a loud sound stimulus can be used as a versatile tool to, e.g., estimate hearing thresholds or identify subjective tinnitus…

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