{
  "description": "BCI Grid Movement Intent Dataset - Neural signals synchronized with movement intent in grid environment",
  "citation": "@misc{bci_grid_2026,\n  title={BCI Grid Movement Intent Dataset},\n  author={BCI Research},\n  year=2026,\n  note={Real-time BCI movement intent data from grid training environment}\n}",
  "homepage": "",
  "license": "mit",
  "features": {
    "timestamp": {
      "dtype": "int64",
      "_type": "Value"
    },
    "session_time": {
      "dtype": "int64",
      "_type": "Value"
    },
    "neural_channels": {
      "feature": {
        "dtype": "float64",
        "_type": "Value"
      },
      "_type": "Sequence",
      "length": 12
    },
    "movement_intent": {
      "feature": {
        "dtype": "bool",
        "_type": "Value"
      },
      "_type": "Sequence",
      "length": 4
    },
    "fire_intent": {
      "dtype": "int64",
      "_type": "Value"
    },
    "enemy_active": {
      "dtype": "int64",
      "_type": "Value"
    },
    "current_streak": {
      "dtype": "int64",
      "_type": "Value"
    },
    "level": {
      "dtype": "int64",
      "_type": "Value"
    },
    "accuracy": {
      "dtype": "float64",
      "_type": "Value"
    },
    "mouse_activity": {
      "dtype": "float64",
      "_type": "Value"
    },
    "player_position": {
      "feature": {
        "dtype": "float64",
        "_type": "Value"
      },
      "_type": "Sequence",
      "length": 3
    },
    "player_velocity": {
      "dtype": "float64",
      "_type": "Value"
    },
    "distance_traveled": {
      "dtype": "float64",
      "_type": "Value"
    }
  },
  "splits": {
    "train": {
      "name": "train",
      "num_bytes": 3200000,
      "num_examples": 4000,
      "dataset_name": "bci_grid_movement"
    },
    "test": {
      "name": "test",
      "num_bytes": 800000,
      "num_examples": 1000,
      "dataset_name": "bci_grid_movement"
    }
  },
  "builder_name": "json",
  "config_name": "default",
  "version": "1.0.0",
  "download_checksums": {},
  "supervised_keys": {
    "input": "neural_channels",
    "output": "movement_intent"
  },
  "task_templates": [
    {
      "task": "sequence-classification",
      "column_mapping": {
        "neural_channels": "input",
        "movement_intent": "output"
      }
    }
  ]
}