{ "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." }