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Akara Supratak

5 papers hereh-index 102.1k citations35 works total

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

author position
  • first author2
  • middle author2
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SE1
  • eess.SP1
  • q-bio.NC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedDeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

1.4k citations · 1.8k across the 5 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.LG2017★ 61 cited

TensorLayer: A Versatile Library for Efficient Deep Learning Development

Hao Dong, Akara Supratak, Luo Mai +4

Deep learning has enabled major advances in the fields of computer vision, natural language processing, and multimedia among many others. Developing a deep learning system is arduo…

stat.ML2017★ 1.4k cited

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Akara Supratak, Hao Dong, Chao Wu +1

The present study proposes a deep learning model, named DeepSleepNet, for automatic sleep stage scoring based on raw single-channel EEG. Most of the existing methods rely on hand-e…

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