Published April 28, 2023 | Version v1
Dataset Open

Data from: Nonlinear decoding models enable music reconstruction from human auditory cortex activity

  • 1. University of California, Berkeley
  • 2. University of Florida
  • 3. Albany Medical College
  • 4. Washington University School of Medicine, St. Louis

Description

This dataset is associated with the manuscript "Nonlinear decoding models enable music reconstruction from human auditory cortex activity", and provides all preprocessed files necessary to replicate the results.

In this study, we recorded intracranial EEG data (specifically, ECoG) in 29 patients with pharmacoresistant epilepsy while they were passively listening to a Pink Floyd song.

The present dataset consists of preprocessed neural activity (High-Frequency Activity, 70-150 Hz), electrode coordinates (in MNI template space) and auditory stimulus (raw wave file, and 32- and 128-frequency-bin auditory spectrogram). HFA and both auditory spectrograms have a sampling rate of 100 Hz, and are temporally aligned (duration of 190.72 s).

The code we used to preprocess and analyze the data is hosted on GitHub, here for the manuscript and there for the predictive modeling functions.

Files

thewall1.wav

Files (431.1 MB)

Name Size Download all
md5:9b0e9cafccaf755dd49b8e9bb62c49a3
14.2 MB Download
md5:fcac3279066bdec695a8e511ba385532
16.4 kB Download
md5:eeec934f3f27176fd06c520cc75b66dc
14.1 MB Download
md5:4adf36740e4ef57555f37fb4a11be7cd
4.5 kB Download
md5:359fecac9db8f1f30006882253f617a7
16.3 MB Download
md5:86366a5f6ad89b9e497e6ec0b934a2bd
4.6 kB Download
md5:d6fd1300316d51191241c87d727aa452
13.8 MB Download
md5:e816e340dfeb6b0a2c61dce9ebf6766c
4.4 kB Download
md5:a644e87f73e35646e1c2432fd334b638
8.5 MB Download
md5:50236091f6ad8afedb4ff399716982bd
2.4 kB Download
md5:2aa800d2722e8dde059e0de9f0c70fb2
17.6 MB Download
md5:fe9f4a4eaeff991ab496822ff2b3f83b
4.5 kB Download
md5:a08da5c4fc729193bb17e834a0b8b5aa
8.8 MB Download
md5:a938e4e7371841d03848e022b892a62f
2.3 kB Download
md5:eb2502745eee33f5e9938d914f111277
8.6 MB Download
md5:4ed14c8336669a0a3be1755570c7b92a
2.3 kB Download
md5:ba3315c02de89b9747a5194dbd33a10f
18.8 MB Download
md5:a23c44ce009f62ec7132ba6814fb5d39
4.5 kB Download
md5:d7abd5839a2a34069167ea0ed5e4d78c
14.4 MB Download
md5:a8aa161c9d13e08b91968bda558920a4
4.7 kB Download
md5:6221ad438bfdf1f8fe19aad15a4eb37f
9.4 MB Download
md5:bfd72f01f71a32bf5ce1714e51694598
2.4 kB Download
md5:77c74a89c68cc4ea384ae3103609cfae
10.4 MB Download
md5:984ce502fc6524bc37b8ea056ff56fdf
2.8 kB Download
md5:b37547007bf244083efe0559aba3d83a
16.0 MB Download
md5:ee0018ff12ba07149a3ab53f2ab1cf25
9.9 kB Download
md5:f3d0f07f19d3297084ae12e707fd41db
19.6 MB Download
md5:73373f2874be06d0eb57ad073ff82ef6
4.4 kB Download
md5:246d775b2e5400154ac080d8182e15bf
14.4 MB Download
md5:31223d8fb9eee3c6a3821f76ffe7c86b
4.7 kB Download
md5:49898f10ed087584bf6421659a2a5c67
8.8 MB Download
md5:06290b5cf7ebb209980580d305421b25
2.3 kB Download
md5:c5217a229ab8280186018c9f3e1cd465
11.1 MB Download
md5:689a76339ba7ae2a3bbe0be9c30c7663
2.9 kB Download
md5:b4e950255eb2836f0a95c68896881907
11.9 MB Download
md5:81265326c0233cdce0926f7f99cd933a
3.4 kB Download
md5:ca9d44ed796f06c9b01f83a5c1f38e2b
5.3 MB Download
md5:414e14cc6cd055c86b49f919e4d5170e
1.8 kB Download
md5:a0fa3f0f38eb88b3ad5f5ba95b2dccc9
11.6 MB Download
md5:1ce2f30f8480c666dd9a2f96a16b1f63
10.1 kB Download
md5:6808d80dda597b92fb04bdf4dd827adf
36.6 MB Download
md5:d80543695064586ff2fb6dfd743693cb
8.8 kB Download
md5:bc24e209ea9686d4bc398f5231ebc90c
9.4 MB Download
md5:3ddc2cdf1f09ae3e7178eda198eac8aa
1.8 kB Download
md5:cd4710c3483ba83a0a5047049a9c0163
9.4 MB Download
md5:5e5568524dc35de5ae4c1c694aef02bd
2.4 kB Download
md5:b3f00a98b41ae61636c9f3542d7a34c5
14.5 MB Download
md5:b94eb1d0391fbe6c6a9b54641e6b9c18
8.8 kB Download
md5:2b4e7ea3c3dfc29da3b9cf9d8f8cc10d
13.6 MB Download
md5:eb375b94b672619931394947a69995f6
14.0 kB Download
md5:dc4425ab807bf8a0f6c24442cf3f8e22
12.2 MB Download
md5:4ac0ea8e6290f19f6e73bb108350a9ca
3.5 kB Download
md5:a0376557643445de7cafacc2dd7f663a
14.8 MB Download
md5:3d07db520fa2bf8d6cfc987d46097a82
29.7 kB Download
md5:5a8393a9955a1327ad73e05a703e293d
11.2 MB Download
md5:801373bffec5d76d172bfeae384a2bff
3.0 kB Download
md5:6f6fb803db2fd39947523af8f5eac137
16.0 MB Download
md5:b4bf700f4b206b8ed94eda367211dac2
4.6 kB Download
md5:9d2dea80dfc0c46d1253e43c5fb295f4
16.8 MB Preview Download
md5:4ec61d04e645311d61f794b9292a7422
18.5 MB Download
md5:d76f8b0237543a567247f973b5baf9cc
4.6 MB Download