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- !munch.Munch
- sim_data: !munch.Munch {rate_bl: 10}
- feedback: !munch.Munch {tone_length: 0.25, beta: 120, hold_iterations: 2, target_n_tones: 5,
- feedback_tone: true, alpha: 360, target_tone_length: 1.0}
- file_handling: !munch.Munch {data_path: /data/clinical/neural/fr/, results: /data/clinical/nf/results/,
- paradigm_config_file: paradigm.yaml, save_data: true, mode: ab, datafile_path: /data/clinical/neural/fr/2019-08-26,
- filename_data: /data/clinical/neural/fr/2019-08-26/data_16_03_10.bin, filename_baseline: /data/clinical/neural/fr/2019-08-26/bl_16_03_10.npy,
- filename_log_info: /data/clinical/neural/fr/2019-08-26/info_16_03_10.log, filename_log_debug: /data/clinical/neural/fr/2019-08-26/debug_16_03_10.log,
- filename_events: /data/clinical/neural/fr/2019-08-26/events_16_03_10.txt, filename_config: /data/clinical/neural/fr/2019-08-26/config_16_03_10.yaml,
- filename_paradigm: /data/clinical/neural/fr/2019-08-26/paradigm_16_03_10.yaml, filename_config_dump: /data/clinical/neural/fr/2019-08-26/config_dump_16_03_10.yaml,
- filename_git_patch: /data/clinical/neural/fr/2019-08-26/git_changes_16_03_10.patch,
- filename_history: /data/clinical/neural/fr/2019-08-26/history.bin, git_hash: 6fcc149}
- recording: !munch.Munch
- timing: !munch.Munch {t_after_stimulus: 0.0, decoder_refresh_interval: 0.01, t_baseline_all: 1.0,
- t_baseline_1: 5.0, t_response: 5.0, recording_loop_interval: 0.05, bci_loop_interval: 0.05,
- recording_loop_interval_data: 0.02, t_baseline_rand: 1.0}
- lfp: !munch.Munch
- fs: 1000
- sampling_ratio: 30
- filter_fc_lb: [10, 0]
- filter_fc_mb: [12, 40]
- filter_fc_hb: [60, 250]
- filter_order_lb: 2
- filter_order_mb: 6
- filter_order_hb: 10
- artifact_thr: 400
- array1: [32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49,
- 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63]
- array21: [0, 1]
- array22: []
- array1_exclude: []
- array2_exclude: []
- i_start: 0
- i_stop: -1
- psth_win: [-1000, 5000]
- exclude: false
- normalize: false
- zscore: false
- car: true
- sub_band: 1
- motor_mapping: [Zunge, Schliesse_Hand, Oeffne_Hand, Bewege_Augen, Bewege_Kopf]
- spectra: !munch.Munch {spgr_len: 500}
- plot: !munch.Munch
- ch_ids: [0]
- general: true
- filters: false
- array2: [0, 1]
- daq: !munch.Munch
- car_channels: []
- smpl_fct: 30
- trigger_len: 50
- spike_band_power: !munch.Munch
- average_n_bins: 10
- sample_group: 6
- filter: !munch.Munch
- b: [0.956543225556877, -1.91308645111375, 0.956543225556877]
- a: [1, -1.91119706742607, 0.914975834801434]
- loop_interval: 50
- integrated_samples: 1500
- data_source: spike_rates
- normalization: !munch.Munch
- channels:
- - !munch.Munch {id: 20, bottom: 5.1, top: 10.0, invert: true}
- all_channels: !munch.Munch {bottom: 1.15625, top: 1.59375, invert: false}
- len: 600.0
- range: [10, 90]
- update_interval: 10.0
- do_update: false
- use_all_channels: false
- clamp_firing_rates: true
- daq_sleep: 0.1
- spike_rates: !munch.Munch {n_units: 1, bin_width: 0.05, loop_interval: 50, method: boxcar,
- decay_factor: 0.9, max_bins: 20, bl_offset: 30.0, correct_bl: false, correct_bl_model: false}
- fs: 30000.0
- n_channels_max: 128
- exclude_channels: []
- n_channels: 128
- general: !munch.Munch {debug: 1, clear_trial_history: false}
- plot: !munch.Munch
- channels: [20, 24, 99]
- pca: false
- filter_min_rate: 2
- fps: 10.0
- cerebus: !munch.Munch {instance: 0, buffer_reset: true, buffer_size_cont: 30001, buffer_size_comments: 500}
- system: !munch.Munch {plot: 0}
- speller: !munch.Munch {type: feedback, audio: true, speller_matrix: true, pyttsx_rate: 100,
- audio_result_fb: true}
- paradigms: !munch.Munch
- feedback: !munch.Munch
- states: !munch.Munch
- down: [0.0, 0.0, 0.3]
- up: [1.0, 0.7, 1.0]
- audio_path: /kiap/data/speller/feedback/
- selected_mode: 0
- play_end_feedback: !munch.Munch {fail: false, success: false}
- number_of_stim: 10
- mode: [Training, Validation]
- sounds: !munch.Munch {success: /kiap/data/speller/feedback/kerching.wav, fail: /kiap/data/speller/feedback/blarg.wav}
- symmetrical: true
- color: !munch.Munch
- mode: [Validation, Free]
- selected_mode: 1
- states:
- - - gelb
- - [E, A, D, C, B, F, ^]
- - - gruen
- - [N, S, R, O, M, P, Q, ^]
- - - rot
- - [I, H, L, G, K, J, ^]
- - - blau
- - [T, U, W, Z, V, Y, X, ^]
- - - weiss
- - [<, ' ', '?', word, end, ^]
- max_length_vocabulary: 5
- confirmation_methods: [single, double_yes, best_of_three]
- selected_confirmation_method: 0
- corpora_path: /kiap/data/speller/Corpora
- audio_path: /kiap/data/speller/Audio
- general_corpus: cfd_tiger.p
- general_user_corpus: general_user_cfd.txt
- speller_user_corpus: speller_user.txt
- word_prediction: false
- validation_string: FELIX.
- init_string: ''
- n_repeat_unclassified: 1
- exploration: !munch.Munch
- mode: [Screening]
- selected_mode: 0
- states: [SchliesseHand, BeugeRechtenMittelfinger, BeugeRechtenZeigefinger, BeugeRechtenDaumen,
- OeffneHand, StreckeRechtenMittelfinger, StreckeRechtenZeigefinger, StreckeRechtenDaumen]
- selected_states: [0, 1, 2, 3, 4, 5, 6, 7]
- audio_path: /kiap/data/speller/Audio/exploration
- number_of_stim: 5
- question: !munch.Munch
- mode: [Training, Validation, Free]
- selected_mode: 2
- audio_path: /kiap/data/speller/Audio/question
- number_of_stim: 10
- symmetrical: true
- training_color: !munch.Munch
- mode: [Training]
- selected_mode: 0
- states:
- - - gelb
- - [E, A, D, C, B, F, ^]
- - - gruen
- - [N, S, R, O, M, P, Q, ^]
- - - rot
- - [I, H, L, G, K, J, ^]
- - - blau
- - [T, U, W, Z, V, Y, X, ^]
- - - weiss
- - [<, ' ', '?', word, end, ^]
- training_string: Gustav
- confirmation_yes: 1
- confirmation_no: 1
- variablesToShowInGUI: !munch.Munch
- variableGroups: [timing, color]
- variableNames: [t_baseline, t_response, bci_loop_interval, selected_mode, max_length_vocabulary]
- t: 1
- buffer: !munch.Munch
- length: 600
- shape: [600, 128]
- session: !munch.Munch
- flags: !munch.Munch {bl: true, stimulus: true, bl_rand: false, decode: false}
- supplemental_config: [config/model_conf.yaml, config/channels.yaml, config/feedback_wo_reward.yaml]
- classifier: !munch.Munch
- trigger_pos: start
- path_model2: /data/clinical/neural/fr/2019-06-26/model2_104948.pkl
- thr_prob: 0.8
- template: !!python/object/apply:numpy.core.multiarray._reconstruct
- args:
- - !!python/name:numpy.ndarray ''
- - !!python/tuple [0]
- - !!binary |
- Yg==
- state: !!python/tuple
- - 1
- - !!python/tuple [8]
- - !!python/object/apply:numpy.dtype
- args: [i8, 0, 1]
- state: !!python/tuple [3, <, null, null, null, -1, -1, 0]
- - false
- - !!binary |
- CgAAAAAAAAAOAAAAAAAAABIAAAAAAAAAFgAAAAAAAAAaAAAAAAAAAB4AAAAAAAAAIgAAAAAAAAAm
- AAAAAAAAAA==
- online: false
- n_classes: 2
- saved_model_conf_name: config/model_conf.yaml
- n_triggers: 2
- max_active_ch_nr: []
- deadtime: 40
- psth: !munch.Munch
- cut: [-40, 100]
- thr_window: 40
- peaks: !munch.Munch {distance: 40, sig: pred, prefilter: false}
- break_loop: true
- include_channels: [20]
- model_training: !munch.Munch {save_model: false, model: scikit, solver: lsqr, cross_validation: true,
- n_splits: 5, test_size: 0.2, reg_fact: 0.3, fsel: false, triggers_plot: 3}
- exclude_data_channels: []
- path_model1: /data/clinical/neural/fr/2019-06-26/model1_104948.pkl
- n_neg_train: 100000
- exclude_channels: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,
- 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38,
- 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58,
- 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78,
- 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
- 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114,
- 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127]
- n_features: 1024
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