diff --git a/README.md b/README.md
index 363bc5279e19f8009a679a7369a8e6188f08af1f..158fe424f1f1010b9cb7b0327fcffc78b8c0f4f4 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,7 @@ tags:
 - eeg
 - neuroscience
 - brain-computer-interface
+- bids
 license: unknown
 ---
 
@@ -22,6 +23,7 @@ This dataset was created using [braindecode](https://braindecode.org), a library
 | Number of windows / samples | 48 |
 | Total size | 0.03 MB |
 | Storage format | zarr |
+| BIDS compatible | Yes |
 
 ## Usage
 
@@ -61,6 +63,41 @@ To load this dataset::
         # metainfo shape: [batch_size, 2] (start and end indices)
         # Process your batch...
 
+## BIDS-like Structure
+
+This dataset follows a BIDS derivatives-like structure for compatibility with
+neuroimaging tools while maintaining efficiency for deep learning:
+
+```
+derivatives/braindecode/
+├── dataset_description.json    # BIDS dataset description
+├── participants.tsv            # Subject-level metadata
+├── dataset.zarr/               # Main data (optimized for training)
+└── sub-<label>/
+    └── eeg/
+        ├── *_events.tsv        # Trial/window events
+        ├── *_channels.tsv      # Channel information
+        └── *_eeg.json          # Recording metadata
+```
+
+### Accessing BIDS Metadata
+
+After loading the dataset, BIDS metadata is available:
+
+```python
+# Access participants info
+if hasattr(dataset, "participants"):
+    print(dataset.participants)
+
+# Access events for a recording
+if hasattr(dataset.datasets[0], "bids_events"):
+    print(dataset.datasets[0].bids_events)
+
+# Access channel info
+if hasattr(dataset.datasets[0], "bids_channels"):
+    print(dataset.datasets[0].bids_channels)
+```
+
 ## Dataset Format
 
 This dataset is stored in **Zarr** format, optimized for:
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diff --git a/derivatives/braindecode/dataset.zarr/recording_0/data/zarr.json b/derivatives/braindecode/dataset.zarr/recording_0/data/zarr.json
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index 0000000000000000000000000000000000000000..7e4250d8dbde26ab9abf0c19499f8b86d7253450
--- /dev/null
+++ b/derivatives/braindecode/dataset.zarr/recording_0/data/zarr.json
@@ -0,0 +1,44 @@
+{
+  "shape": [
+    48,
+    26,
+    1000
+  ],
+  "data_type": "float32",
+  "chunk_grid": {
+    "name": "regular",
+    "configuration": {
+      "chunk_shape": [
+        1,
+        26,
+        1000
+      ]
+    }
+  },
+  "chunk_key_encoding": {
+    "name": "default",
+    "configuration": {
+      "separator": "/"
+    }
+  },
+  "fill_value": 0.0,
+  "codecs": [
+    {
+      "name": "bytes",
+      "configuration": {
+        "endian": "little"
+      }
+    },
+    {
+      "name": "zstd",
+      "configuration": {
+        "level": 5,
+        "checksum": false
+      }
+    }
+  ],
+  "attributes": {},
+  "zarr_format": 3,
+  "node_type": "array",
+  "storage_transformers": []
+}
\ No newline at end of file
diff --git a/derivatives/braindecode/dataset.zarr/recording_0/zarr.json b/derivatives/braindecode/dataset.zarr/recording_0/zarr.json
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index 0000000000000000000000000000000000000000..cdd0aec0b5432fe23b86fb63f346fc8a8563a517
--- /dev/null
+++ b/derivatives/braindecode/dataset.zarr/recording_0/zarr.json
@@ -0,0 +1,10 @@
+{
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[0.036471959575241124, -0.010903791502932459, 0.1328122726312171, 0.0, 0.0, 0.0, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 2, \"name\": \"FIFFV_EEG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 1, \"name\": \"FIFFV_COIL_EEG\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 4, \"name\": \"FIFFV_COORD_HEAD\"}, \"ch_name\": \"CP2\", \"scanno\": 17, \"logno\": 17}, {\"loc\": [0.06469625505180063, -0.011991175153616248, 0.1077128709239866, 0.0, 0.0, 0.0, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 2, \"name\": \"FIFFV_EEG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 1, \"name\": \"FIFFV_COIL_EEG\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 4, \"name\": \"FIFFV_COORD_HEAD\"}, \"ch_name\": \"CP4\", \"scanno\": 18, \"logno\": 18}, {\"loc\": [-0.03065361671214898, -0.0449273871112134, 0.119472045379713, 0.0, 0.0, 0.0, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 2, \"name\": \"FIFFV_EEG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 1, \"name\": \"FIFFV_COIL_EEG\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 4, \"name\": \"FIFFV_COORD_HEAD\"}, \"ch_name\": \"P1\", \"scanno\": 19, \"logno\": 19}, {\"loc\": [-0.001709445046746896, -0.045212993324122014, 0.12667292418209622, 0.0, 0.0, 0.0, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 2, \"name\": \"FIFFV_EEG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 1, \"name\": \"FIFFV_COIL_EEG\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 4, \"name\": \"FIFFV_COORD_HEAD\"}, \"ch_name\": \"Pz\", \"scanno\": 20, \"logno\": 20}, {\"loc\": [0.02988639367294514, -0.04503254211011842, 0.12074781507025116, 0.0, 0.0, 0.0, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 2, \"name\": \"FIFFV_EEG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 1, \"name\": \"FIFFV_COIL_EEG\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 4, \"name\": \"FIFFV_COORD_HEAD\"}, \"ch_name\": \"P2\", \"scanno\": 21, \"logno\": 21}, {\"loc\": [-0.00189982442989459, -0.06805409916590743, 0.09590999936124336, 0.0, 0.0, 0.0, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 2, \"name\": \"FIFFV_EEG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 1, \"name\": \"FIFFV_COIL_EEG\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 4, \"name\": \"FIFFV_COORD_HEAD\"}, \"ch_name\": \"POz\", \"scanno\": 22, \"logno\": 22}, {\"loc\": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 202, \"name\": \"FIFFV_EOG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COIL_NONE\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COORD_UNKNOWN\"}, \"ch_name\": \"EOG1\", \"scanno\": 23, \"logno\": 23}, {\"loc\": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 202, \"name\": \"FIFFV_EOG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COIL_NONE\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COORD_UNKNOWN\"}, \"ch_name\": \"EOG2\", \"scanno\": 24, \"logno\": 24}, {\"loc\": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 202, \"name\": \"FIFFV_EOG_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COIL_NONE\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COORD_UNKNOWN\"}, \"ch_name\": \"EOG3\", \"scanno\": 25, \"logno\": 25}, {\"loc\": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], \"unit_mul\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFF_UNITM_NONE\"}, \"range\": 1.0, \"cal\": 1.0, \"kind\": {\"_mne_type\": \"NamedInt\", \"value\": 3, \"name\": \"FIFFV_STIM_CH\"}, \"coil_type\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COIL_NONE\"}, \"unit\": {\"_mne_type\": \"NamedInt\", \"value\": 107, \"name\": \"FIFF_UNIT_V\"}, \"coord_frame\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_COORD_UNKNOWN\"}, \"ch_name\": \"stim\", \"scanno\": 26, \"logno\": 26}], \"comps\": [], \"events\": [], \"hpi_meas\": [], \"hpi_results\": [], \"projs\": [], \"proc_history\": [], \"custom_ref_applied\": {\"_mne_type\": \"NamedInt\", \"value\": 0, \"name\": \"FIFFV_MNE_CUSTOM_REF_OFF\"}, \"sfreq\": 250.0, \"ch_names\": [\"Fz\", \"FC3\", \"FC1\", \"FCz\", \"FC2\", \"FC4\", \"C5\", \"C3\", \"C1\", \"Cz\", \"C2\", \"C4\", \"C6\", \"CP3\", \"CP1\", \"CPz\", \"CP2\", \"CP4\", \"P1\", \"Pz\", \"P2\", \"POz\", \"EOG1\", \"EOG2\", \"EOG3\", \"stim\"], \"nchan\": 26}"
+  },
+  "zarr_format": 3,
+  "node_type": "group"
+}
\ No newline at end of file
diff --git a/derivatives/braindecode/dataset.zarr/zarr.json b/derivatives/braindecode/dataset.zarr/zarr.json
new file mode 100644
index 0000000000000000000000000000000000000000..26b1617529b2cfa3921d975ef1c4ad67df261409
--- /dev/null
+++ b/derivatives/braindecode/dataset.zarr/zarr.json
@@ -0,0 +1,15 @@
+{
+  "attributes": {
+    "n_datasets": 1,
+    "dataset_type": "WindowsDataset",
+    "braindecode_version": "1.3.0",
+    "mne_version": "1.11.0",
+    "numpy_version": "2.3.5",
+    "pandas_version": "2.3.3",
+    "zarr_version": "3.1.5",
+    "scipy_version": "1.16.3",
+    "window_kwargs": "[[\"create_windows_from_events\", {\"infer_mapping\": true, \"infer_window_size_stride\": true, \"trial_start_offset_samples\": 0, \"trial_stop_offset_samples\": 0, \"window_size_samples\": null, \"window_stride_samples\": null, \"drop_last_window\": false, \"mapping\": {\"feet\": 0, \"left_hand\": 1, \"right_hand\": 2, \"tongue\": 3}, \"preload\": false, \"drop_bad_windows\": true, \"picks\": null, \"reject\": null, \"flat\": null, \"on_missing\": \"error\", \"accepted_bads_ratio\": 0.0, \"verbose\": \"error\", \"use_mne_epochs\": true}]]"
+  },
+  "zarr_format": 3,
+  "node_type": "group"
+}
\ No newline at end of file
diff --git a/derivatives/braindecode/dataset_description.json b/derivatives/braindecode/dataset_description.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe6cb69d5976e032fba94937bb52fc83a4dda518
--- /dev/null
+++ b/derivatives/braindecode/dataset_description.json
@@ -0,0 +1,16 @@
+{
+    "Name": "Braindecode Dataset",
+    "BIDSVersion": "1.7.0",
+    "DatasetType": "derivative",
+    "Authors": [
+        "[Unspecified1]",
+        "[Unspecified2]"
+    ],
+    "GeneratedBy": [
+        {
+            "Name": "braindecode",
+            "Version": "1.3.0",
+            "CodeURL": "https://github.com/braindecode/braindecode"
+        }
+    ]
+}
diff --git a/derivatives/braindecode/participants.tsv b/derivatives/braindecode/participants.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..256d9bbfc5a3f6ea8ceada22e55dac72d45e5fcc
--- /dev/null
+++ b/derivatives/braindecode/participants.tsv
@@ -0,0 +1,2 @@
+participant_id	age	sex	hand
+sub-1	n/a	n/a	n/a
diff --git a/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_channels.tsv b/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_channels.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..06ed1eeee8cca7d12c9c2664e51e3fc36484c254
--- /dev/null
+++ b/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_channels.tsv
@@ -0,0 +1,27 @@
+name	type	units	sampling_frequency	low_cutoff	high_cutoff	status	status_description
+Fz	EEG	µV	250.0	n/a	125.0	good	n/a
+FC3	EEG	µV	250.0	n/a	125.0	good	n/a
+FC1	EEG	µV	250.0	n/a	125.0	good	n/a
+FCz	EEG	µV	250.0	n/a	125.0	good	n/a
+FC2	EEG	µV	250.0	n/a	125.0	good	n/a
+FC4	EEG	µV	250.0	n/a	125.0	good	n/a
+C5	EEG	µV	250.0	n/a	125.0	good	n/a
+C3	EEG	µV	250.0	n/a	125.0	good	n/a
+C1	EEG	µV	250.0	n/a	125.0	good	n/a
+Cz	EEG	µV	250.0	n/a	125.0	good	n/a
+C2	EEG	µV	250.0	n/a	125.0	good	n/a
+C4	EEG	µV	250.0	n/a	125.0	good	n/a
+C6	EEG	µV	250.0	n/a	125.0	good	n/a
+CP3	EEG	µV	250.0	n/a	125.0	good	n/a
+CP1	EEG	µV	250.0	n/a	125.0	good	n/a
+CPz	EEG	µV	250.0	n/a	125.0	good	n/a
+CP2	EEG	µV	250.0	n/a	125.0	good	n/a
+CP4	EEG	µV	250.0	n/a	125.0	good	n/a
+P1	EEG	µV	250.0	n/a	125.0	good	n/a
+Pz	EEG	µV	250.0	n/a	125.0	good	n/a
+P2	EEG	µV	250.0	n/a	125.0	good	n/a
+POz	EEG	µV	250.0	n/a	125.0	good	n/a
+EOG1	EOG	n/a	250.0	n/a	125.0	good	n/a
+EOG2	EOG	n/a	250.0	n/a	125.0	good	n/a
+EOG3	EOG	n/a	250.0	n/a	125.0	good	n/a
+stim	TRIG	n/a	250.0	n/a	125.0	good	n/a
diff --git a/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_eeg.json b/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_eeg.json
new file mode 100644
index 0000000000000000000000000000000000000000..0aa04fc37f327d1da146f87ba06c7fa1c043c35f
--- /dev/null
+++ b/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_eeg.json
@@ -0,0 +1,17 @@
+{
+  "TaskName": "task",
+  "SamplingFrequency": 250.0,
+  "EEGChannelCount": 22,
+  "EOGChannelCount": 3,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "PowerLineFrequency": null,
+  "SoftwareFilters": {
+    "HighpassFilter": {
+      "CutoffFrequency": 0.0
+    },
+    "LowpassFilter": {
+      "CutoffFrequency": 125.0
+    }
+  }
+}
\ No newline at end of file
diff --git a/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_events.tsv b/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_events.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..0edc41dfdfde40b6e8235e878022e5ddaa115a15
--- /dev/null
+++ b/derivatives/braindecode/sub-1/ses-0train/eeg/sub-1_ses-0train_task-task_run-0_desc-preproc_events.tsv
@@ -0,0 +1,49 @@
+onset	duration	trial_type	sample	value
+3.0	4.0	3	750	3
+11.012	4.0	0	2753	0
+18.684	4.0	2	4671	2
+26.492	4.0	1	6623	1
+34.524	4.0	1	8631	1
+42.968	4.0	2	10742	2
+50.636	4.0	0	12659	0
+58.836	4.0	3	14709	3
+66.56	4.0	2	16640	2
+74.552	4.0	0	18638	0
+82.176	4.0	1	20544	1
+89.756	4.0	1	22439	1
+97.644	4.0	1	24411	1
+105.42	4.0	3	26355	3
+113.288	4.0	2	28322	2
+121.768	4.0	2	30442	2
+129.8	4.0	1	32450	1
+138.064	4.0	1	34516	1
+146.208	4.0	0	36552	0
+154.472	4.0	1	38618	1
+162.752	4.0	2	40688	2
+171.072	4.0	3	42768	3
+178.72	4.0	3	44680	3
+186.844	4.0	0	46711	0
+194.656	4.0	1	48664	1
+202.5	4.0	3	50625	3
+210.916	4.0	3	52729	3
+218.932	4.0	2	54733	2
+226.832	4.0	3	56708	3
+234.936	4.0	3	58734	3
+243.22	4.0	2	60805	2
+251.648	4.0	1	62912	1
+260.016	4.0	2	65004	2
+268.38	4.0	0	67095	0
+276.552	4.0	0	69138	0
+284.808	4.0	0	71202	0
+292.888	4.0	3	73222	3
+300.776	4.0	0	75194	0
+308.628	4.0	1	77157	1
+316.328	4.0	3	79082	3
+324.652	4.0	2	81163	2
+332.564	4.0	0	83141	0
+340.524	4.0	2	85131	2
+349.0	4.0	0	87250	0
+356.624	4.0	3	89156	3
+364.336	4.0	2	91084	2
+372.792	4.0	0	93198	0
+381.028	4.0	1	95257	1
diff --git a/format_info.json b/format_info.json
index f168af2b5cb3834f4c308762b66ef3a30c9e356c..ea1826fa541d69203fe22888d5ec2c94a6c31629 100644
--- a/format_info.json
+++ b/format_info.json
@@ -1,5 +1,7 @@
 {
   "format": "zarr",
+  "bids_compatible": true,
+  "pipeline_name": "braindecode",
   "compression": "blosc",
   "compression_level": 5,
   "braindecode_version": "1.3.0",