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researcher

Vernon J. Lawhern

25 papers hereh-index 236.3k citations70 works total

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

author position
  • first author1
  • middle author20
  • last author4

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.AI4
  • q-bio.NC4
  • cs.HC2
  • cs.MM1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedEEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces

4.8k citations · 5.3k across the 23 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2024★ 3 cited

Crowd-PrefRL: Preference-Based Reward Learning from Crowds

David Chhan, Ellen Novoseller, Vernon J. Lawhern

Preference-based reinforcement learning (RL) provides a framework to train AI agents using human feedback through preferences over pairs of behaviors, enabling agents to learn desi…

cs.HC2017★ 3 cited

EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features

Dongrui Wu, Brent J. Lance, Vernon J. Lawhern +3

Riemannian geometry has been successfully used in many brain-computer interface (BCI) classification problems and demonstrated superior performance. In this paper, for the first ti…

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