PerceptionLabPortable / app /graph workflows /Eigen constraint decoder.json
Aluode's picture
Upload folder using huggingface_hub
3bb804c verified
{
"global_settings": {
"coupling": 70,
"speed": 100
},
"nodes": [
{
"id": 0,
"class_name": "NeuralTransformerNode",
"pos_x": -944.0,
"pos_y": -388.0,
"width": 243.0,
"height": 187.0,
"config": {
"inputs": {
"temperature": "float",
"gate_threshold": "float"
},
"input_data": {
"temperature": [],
"gate_threshold": []
},
"node_title": "Base Node",
"edf_path": "E:\\DocsHouse\\450\\2.edf",
"base_gain": 20.0,
"base_speed": 1.0,
"embed_dim": 64,
"n_tokens_vocab": 20,
"fs": 160.0,
"is_loaded": true,
"load_error": "",
"needs_load": false,
"playback_idx": 3571.0,
"current_tokens": []
},
"custom_state_file": null
},
{
"id": 1,
"class_name": "EigenConstraintDecoder",
"pos_x": -659.0,
"pos_y": -394.0,
"width": 1029.0,
"height": 662.0,
"config": {
"inputs": {
"token_stream": "spectrum",
"theta_phase": "signal",
"temperature": "signal",
"prior_strength": "signal"
},
"node_title": "Eigen Constraint Decoder",
"embed_dim": 64,
"n_eigenmodes": 16,
"history_len": 200,
"manifold_size": 256,
"latent_dim": 32,
"compatible_count": 254,
"constraint_violation": 0.002047961832820807,
"entropy": 5.537563052749412,
"epoch": 29,
"eigenbasis_lr": 0.01,
"skull_filter_lr": 0.001,
"manifold_lr": 0.01
},
"custom_state_file": null
},
{
"id": 2,
"class_name": "ConstantSignalNode",
"pos_x": -912.0,
"pos_y": -38.0,
"width": 200.0,
"height": 180.0,
"config": {
"inputs": {},
"outputs": {
"signal": "signal"
},
"input_data": {},
"node_title": "Constant Signal",
"value": 0.1
},
"custom_state_file": null
}
],
"edges": [
{
"from_node_id": 0,
"from_port": "theta_phase",
"to_node_id": 1,
"to_port": "theta_phase",
"learned_weight": 1.0
},
{
"from_node_id": 0,
"from_port": "frontal_tokens",
"to_node_id": 1,
"to_port": "token_stream",
"learned_weight": 1.0
},
{
"from_node_id": 2,
"from_port": "signal",
"to_node_id": 1,
"to_port": "temperature",
"learned_weight": 1.0
}
]
}