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+!munch.Munch
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+session: !munch.Munch
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+ flags: !munch.Munch {bl: true, stimulus: true, bl_rand: true, decode: false}
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+classifier: !munch.Munch
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+ online: false
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+ max_active_ch_nr: []
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+ peaks: !munch.Munch {distance: 40, sig: pred, prefilter: false}
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+ psth: !munch.Munch
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+ cut: [-40, 100]
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+ path_model2: /data/clinical/neural/fr/2019-06-26/model2_104948.pkl
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+ model_training: !munch.Munch {save_model: false, model: scikit, solver: lsqr, cross_validation: true,
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+ n_splits: 5, test_size: 0.2, reg_fact: 0.3, fsel: false, triggers_plot: 3}
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+ n_classes: 2
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+ n_triggers: 2
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+ deadtime: 40
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+ n_neg_train: 100000
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+ include_channels: [20]
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+ saved_model_conf_name: config/model_conf.yaml
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+ path_model1: /data/clinical/neural/fr/2019-06-26/model1_104948.pkl
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+ thr_window: 40
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+ break_loop: true
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+ template: !!python/object/apply:numpy.core.multiarray._reconstruct
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+ args:
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+ - !!python/name:numpy.ndarray ''
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+ - !!python/tuple [0]
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+ - !!binary |
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+ Yg==
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+ state: !!python/tuple
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+ - 1
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+ - !!python/tuple [8]
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+ - !!python/object/apply:numpy.dtype
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+ args: [i8, 0, 1]
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+ state: !!python/tuple [3, <, null, null, null, -1, -1, 0]
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+ - false
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+ - !!binary |
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+ CgAAAAAAAAAOAAAAAAAAABIAAAAAAAAAFgAAAAAAAAAaAAAAAAAAAB4AAAAAAAAAIgAAAAAAAAAm
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+ AAAAAAAAAA==
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+ thr_prob: 0.8
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+ exclude_channels: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,
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+ 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38,
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+ 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58,
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+ 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78,
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+ 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
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+ 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114,
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+ 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127]
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+ trigger_pos: start
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+ exclude_data_channels: []
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+ n_features: 1024
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+plot: !munch.Munch
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+ pca: false
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+ channels: [20, 24, 99]
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+ filter_min_rate: 2
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+ fps: 10.0
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+speller: !munch.Munch {audio_result_fb: false, speller_matrix: true, audio: true,
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+ pyttsx_rate: 100, type: feedback}
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+paradigms: !munch.Munch
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+ variablesToShowInGUI: !munch.Munch
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+ variableGroups: [timing, color]
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+ variableNames: [t_baseline, t_response, bci_loop_interval, selected_mode, max_length_vocabulary]
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+ t: 1
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+ exploration: !munch.Munch
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+ mode: [Screening]
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+ selected_mode: 0
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+ states: [SchliesseHand, BeugeRechtenMittelfinger, BeugeRechtenZeigefinger, BeugeRechtenDaumen,
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+ OeffneHand, StreckeRechtenMittelfinger, StreckeRechtenZeigefinger, StreckeRechtenDaumen]
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+ selected_states: [0, 1, 2, 3, 4, 5, 6, 7]
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+ audio_path: /kiap/data/speller/Audio/exploration
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+ number_of_stim: 5
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+ question: !munch.Munch
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+ mode: [Training, Validation, Free]
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+ selected_mode: 1
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+ audio_path: /kiap/data/speller/Audio/question
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+ number_of_stim: 10
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+ symmetrical: true
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+ color: !munch.Munch
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+ mode: [Validation, Free]
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+ selected_mode: 1
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+ states:
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+ - - gelb
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+ - [E, A, D, C, B, F, ^]
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+ - - gruen
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+ - [N, S, R, O, M, P, Q, ^]
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+ - - rot
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+ - [I, H, L, G, K, J, ^]
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+ - - blau
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+ - [T, U, W, Z, V, Y, X, ^]
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+ - - weiss
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+ - [<, ' ', '?', word, end, ^]
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+ max_length_vocabulary: 5
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+ confirmation_methods: [single, double_yes, best_of_three]
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+ selected_confirmation_method: 0
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+ corpora_path: /kiap/data/speller/Corpora
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+ audio_path: /kiap/data/speller/Audio
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+ general_corpus: cfd_tiger.p
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+ general_user_corpus: general_user_cfd.txt
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+ speller_user_corpus: speller_user.txt
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+ word_prediction: true
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+ validation_string: FELIX.
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+ init_string: ''
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+ n_repeat_unclassified: 1
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+ training_color: !munch.Munch
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+ mode: [Training]
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+ selected_mode: 0
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+ states:
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+ - - gelb
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+ - [E, A, D, C, B, F, ^]
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+ - - gruen
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+ - [N, S, R, O, M, P, Q, ^]
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+ - - rot
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+ - [I, H, L, G, K, J, ^]
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+ - - blau
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+ - [T, U, W, Z, V, Y, X, ^]
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+ - - weiss
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+ - [<, ' ', '?', word, end, ^]
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+ training_string: Gustav
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+ confirmation_yes: 1
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+ confirmation_no: 1
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+ feedback: !munch.Munch
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+ audio_path: /kiap/data/speller/feedback/
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+ number_of_stim: 10
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+ symmetrical: true
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+ states: !munch.Munch
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+ up: [1.0, 0.7, 1.0]
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+ down: [0.0, 0.0, 0.3]
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+ play_end_feedback: !munch.Munch {success: true, fail: true}
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+ mode: [Training, Validation]
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+ selected_mode: 0
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+ sounds: !munch.Munch {success: /kiap/data/speller/feedback/kerching.wav, fail: /kiap/data/speller/feedback/blarg.wav}
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+buffer: !munch.Munch
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+ length: 600
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+ shape: [600, 128]
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+cerebus: !munch.Munch {instance: 0, buffer_reset: true, buffer_size_cont: 30001, buffer_size_comments: 500}
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+file_handling: !munch.Munch {data_path: /data/clinical/neural/fr/, results: /data/clinical/nf/results/,
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+ paradigm_config_file: paradigm.yaml, save_data: true, mode: ab, datafile_path: /data/clinical/neural/fr/2019-08-13,
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+ filename_data: /data/clinical/neural/fr/2019-08-13/data_16_07_55.bin, filename_baseline: /data/clinical/neural/fr/2019-08-13/bl_16_07_55.npy,
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+ filename_log_info: /data/clinical/neural/fr/2019-08-13/info_16_07_55.log, filename_log_debug: /data/clinical/neural/fr/2019-08-13/debug_16_07_55.log,
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+ filename_events: /data/clinical/neural/fr/2019-08-13/events_16_07_55.txt, filename_config: /data/clinical/neural/fr/2019-08-13/config_16_07_55.yaml,
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+ filename_paradigm: /data/clinical/neural/fr/2019-08-13/paradigm_16_07_55.yaml, filename_config_dump: /data/clinical/neural/fr/2019-08-13/config_dump_16_07_55.yaml,
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+ filename_git_patch: /data/clinical/neural/fr/2019-08-13/git_changes_16_07_55.patch,
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+ filename_history: /data/clinical/neural/fr/2019-08-13/history.bin, git_hash: 6fcc149}
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+daq: !munch.Munch
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+ spike_band_power: !munch.Munch
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+ sample_group: 6
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+ loop_interval: 50
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+ integrated_samples: 1500
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+ average_n_bins: 10
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+ filter: !munch.Munch
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+ b: [0.956543225556877, -1.91308645111375, 0.956543225556877]
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+ a: [1, -1.91119706742607, 0.914975834801434]
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+ n_channels_max: 128
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+ trigger_len: 50
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+ data_source: spike_rates
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+ car_channels: []
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+ smpl_fct: 30
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+ daq_sleep: 0.1
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+ exclude_channels: []
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+ spike_rates: !munch.Munch {n_units: 1, bin_width: 0.05, loop_interval: 50, method: boxcar,
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+ decay_factor: 0.9, max_bins: 20, bl_offset: 30.0, correct_bl: false, correct_bl_model: false}
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+ fs: 30000.0
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+ normalization: !munch.Munch
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+ all_channels: !munch.Munch {bottom: 1.15625, top: 1.59375, invert: false}
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+ clamp_firing_rates: true
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+ channels:
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+ - !munch.Munch {id: 20, bottom: 5.1, top: 10.0, invert: true}
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+ range: [10, 90]
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+ update_interval: 10.0
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+ do_update: false
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+ use_all_channels: false
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+ len: 600.0
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+ n_channels: 128
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+general: !munch.Munch {debug: 1, clear_trial_history: false}
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+lfp: !munch.Munch
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+ fs: 1000
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+ sampling_ratio: 30
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+ filter_fc_lb: [10, 0]
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+ filter_fc_mb: [12, 40]
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+ filter_fc_hb: [60, 250]
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+ filter_order_lb: 2
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+ filter_order_mb: 6
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+ filter_order_hb: 10
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+ artifact_thr: 400
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+ array1: [32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49,
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+ 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63]
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+ array21: [0, 1]
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+ array22: []
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+ array1_exclude: []
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+ array2_exclude: []
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+ i_start: 0
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+ i_stop: -1
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+ psth_win: [-1000, 5000]
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+ exclude: false
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+ normalize: false
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+ zscore: false
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+ car: true
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+ sub_band: 1
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+ motor_mapping: [Zunge, Schliesse_Hand, Oeffne_Hand, Bewege_Augen, Bewege_Kopf]
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+ spectra: !munch.Munch {spgr_len: 500}
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+ plot: !munch.Munch
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+ ch_ids: [0]
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+ general: true
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+ filters: false
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+ array2: [0, 1]
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+supplemental_config: [config/model_conf.yaml, config/channels.yaml, config/feedback.yaml]
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+system: !munch.Munch {plot: 0}
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+recording: !munch.Munch
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+ timing: !munch.Munch {bci_loop_interval: 0.05, t_baseline_all: 1.0, t_response: 5.0,
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+ t_baseline_1: 5.0, decoder_refresh_interval: 0.01, recording_loop_interval_data: 0.02,
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+ t_baseline_rand: 1.0, recording_loop_interval: 0.05, t_after_stimulus: 0.5}
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+feedback: !munch.Munch {target_n_tones: 5, alpha: 360, target_tone_length: 1.0, tone_length: 0.25,
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+ feedback_tone: true, beta: 120, hold_iterations: 2}
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+sim_data: !munch.Munch {rate_bl: 10}
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