{ "n_outputs": 2, "n_chans": null, "chs_info": [ { "ch_name": "C0", "kind": 802, "coil_type": 1, "unit": 107, "cal": 1.0, "range": 1.0, "loc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] }, { "ch_name": "C1", "kind": 802, "coil_type": 1, "unit": 107, "cal": 1.0, "range": 1.0, "loc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] }, { "ch_name": "C2", "kind": 802, "coil_type": 1, "unit": 107, "cal": 1.0, "range": 1.0, "loc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] }, { "ch_name": "C3", "kind": 802, "coil_type": 1, "unit": 107, "cal": 1.0, "range": 1.0, "loc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] }, { "ch_name": "C4", "kind": 802, "coil_type": 1, "unit": 107, "cal": 1.0, "range": 1.0, "loc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] }, { "ch_name": "C5", "kind": 802, "coil_type": 1, "unit": 107, "cal": 1.0, "range": 1.0, "loc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] } ], "n_times": 500, "input_window_seconds": null, "sfreq": 500.0, "patch_size": 50, "d_model": 256, "n_layers": 12, "num_heads": null, "d_ff": null, "cnn_depth": 3, "cnn_stride": null, "cnn_kernel_size": 63, "use_stcpe": true, "stcpe_window": 7, "stcpe_ratio": 8, "use_spectral_emb": true, "use_position_emb": true, "pooling": "flatten", "mup_attention": true, "drop_prob": 0.1, "activation": "torch.nn.modules.activation.SiLU", "braindecode_version": "1.8.1" }