demo_dataset / BenchmarkSSVEP /metadata_summary.json
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{
"dataset_name": "BenchmarkSSVEP",
"display_name": "Benchmark-SSVEP",
"task": "SSVEP target classification",
"task_description": "Forty-class SSVEP target classification benchmark.",
"reference_url": "https://pubmed.ncbi.nlm.nih.gov/27849543/",
"citation_text": "Wang et al. A Benchmark Dataset for SSVEP-Based Brain-Computer Interfaces. IEEE TNSRE, 2017.",
"n_subjects": 35,
"n_samples_total": 8400,
"split_counts": {
"train": 6720,
"val": 960,
"test": 720
},
"channel_count": 64,
"channel_names": [],
"sampling_rate_hz": 200,
"window_length_seconds": 2.0,
"timepoints_per_sample": 400,
"label_vocab": {
"0": {
"name": "freq_8.0Hz"
},
"1": {
"name": "freq_8.2Hz"
},
"10": {
"name": "freq_10.0Hz"
},
"11": {
"name": "freq_10.2Hz"
},
"12": {
"name": "freq_10.4Hz"
},
"13": {
"name": "freq_10.6Hz"
},
"14": {
"name": "freq_10.8Hz"
},
"15": {
"name": "freq_11.0Hz"
},
"16": {
"name": "freq_11.2Hz"
},
"17": {
"name": "freq_11.4Hz"
},
"18": {
"name": "freq_11.6Hz"
},
"19": {
"name": "freq_11.8Hz"
},
"2": {
"name": "freq_8.4Hz"
},
"20": {
"name": "freq_12.0Hz"
},
"21": {
"name": "freq_12.2Hz"
},
"22": {
"name": "freq_12.4Hz"
},
"23": {
"name": "freq_12.6Hz"
},
"24": {
"name": "freq_12.8Hz"
},
"25": {
"name": "freq_13.0Hz"
},
"26": {
"name": "freq_13.2Hz"
},
"27": {
"name": "freq_13.4Hz"
},
"28": {
"name": "freq_13.6Hz"
},
"29": {
"name": "freq_13.8Hz"
},
"3": {
"name": "freq_8.6Hz"
},
"30": {
"name": "freq_14.0Hz"
},
"31": {
"name": "freq_14.2Hz"
},
"32": {
"name": "freq_14.4Hz"
},
"33": {
"name": "freq_14.6Hz"
},
"34": {
"name": "freq_14.8Hz"
},
"35": {
"name": "freq_15.0Hz"
},
"36": {
"name": "freq_15.2Hz"
},
"37": {
"name": "freq_15.4Hz"
},
"38": {
"name": "freq_15.6Hz"
},
"39": {
"name": "freq_15.8Hz"
},
"4": {
"name": "freq_8.8Hz"
},
"5": {
"name": "freq_9.0Hz"
},
"6": {
"name": "freq_9.2Hz"
},
"7": {
"name": "freq_9.4Hz"
},
"8": {
"name": "freq_9.6Hz"
},
"9": {
"name": "freq_9.8Hz"
}
},
"source_root": null,
"preprocessing": "Signals were processed as follows: source format mat; target sampling rate 200.0 Hz; window length 2.0 seconds; band-pass filter 5.0–90.0 Hz; notch filter 50.0 Hz."
}