neuralib.imaging.spikes.cascade

CASCADE_MODEL_TYPE

alias of Literal['Global_EXC_1Hz_smoothing500ms', 'Global_EXC_1Hz_smoothing1000ms', 'Zebrafish_1Hz_smoothing1000ms', 'Global_EXC_2Hz_smoothing300ms', 'Global_EXC_2Hz_smoothing500ms', 'Global_EXC_2Hz_smoothing1000ms', 'Global_EXC_2.5Hz_smoothing400ms_high_noise', 'Global_EXC_3Hz_smoothing400ms', 'Global_EXC_3Hz_smoothing400ms_high_noise', 'Global_EXC_3Hz_smoothing400ms_causalkernel', 'Global_EXC_4.25Hz_smoothing300ms', 'Global_EXC_4.25Hz_smoothing300ms_high_noise', 'Global_EXC_4.25Hz_smoothing300ms_causalkernel', 'Global_EXC_5Hz_smoothing200ms', 'Global_EXC_5Hz_smoothing200ms_causalkernel', 'Global_EXC_6Hz_smoothing200ms', 'Global_EXC_6Hz_smoothing200ms_causalkernel', 'Global_EXC_7Hz_smoothing200ms', 'Global_EXC_7Hz_smoothing200ms_causalkernel', 'Global_EXC_7.5Hz_smoothing200ms_high_noise', 'Global_EXC_7.5Hz_smoothing200ms', 'Global_EXC_7.5Hz_smoothing200ms_causalkernel', 'OGB_zf_pDp_7.5Hz_smoothing200ms', 'OGB_zf_pDp_7.5Hz_smoothing200ms_causalkernel', 'Global_EXC_10Hz_smoothing50ms', 'Global_EXC_10Hz_smoothing50ms_causalkernel', 'Global_EXC_10Hz_smoothing100ms', 'Global_EXC_10Hz_smoothing100ms_causalkernel', 'Global_EXC_10Hz_smoothing200ms', 'Global_EXC_10Hz_smoothing200ms_causalkernel', 'Global_EXC_12.5Hz_smoothing100ms', 'Global_EXC_12.5Hz_smoothing100ms_causalkernel', 'Global_EXC_12.5Hz_smoothing200ms', 'Global_EXC_12.5Hz_smoothing200ms_causalkernel', 'Global_EXC_15Hz_smoothing50ms', 'Global_EXC_15Hz_smoothing50ms_causalkernel', 'Global_EXC_15Hz_smoothing100ms_high_noise', 'Global_EXC_15Hz_smoothing100ms', 'Global_EXC_15Hz_smoothing100ms_causalkernel', 'Global_EXC_15Hz_smoothing200ms', 'Global_EXC_15Hz_smoothing200ms_causalkernel', 'Global_INH_15Hz_smoothing100ms', 'Global_EXC_17.5Hz_smoothing100ms', 'Global_EXC_17.5Hz_smoothing100ms_causalkernel', 'Global_EXC_17.5Hz_smoothing200ms', 'Global_EXC_17.5Hz_smoothing200ms_causalkernel', 'Global_EXC_20Hz_smoothing100ms', 'Global_EXC_20Hz_smoothing100ms_causalkernel', 'Global_EXC_20Hz_smoothing200ms', 'Global_EXC_20Hz_smoothing200ms_causalkernel', 'Global_EXC_25Hz_smoothing100ms', 'Global_EXC_25Hz_smoothing100ms_causalkernel', 'Global_EXC_25Hz_smoothing50ms', 'Global_EXC_25Hz_smoothing50ms_causalkernel', 'Global_EXC_30Hz_smoothing25ms', 'Global_EXC_30Hz_smoothing25ms_causalkernel', 'Global_EXC_30Hz_smoothing50ms', 'Global_EXC_30Hz_smoothing50ms_high_noise', 'Global_EXC_30Hz_smoothing50ms_causalkernel', 'Global_EXC_30Hz_smoothing100ms', 'Global_EXC_30Hz_smoothing100ms_causalkernel', 'Global_EXC_30Hz_smoothing200ms', 'Global_EXC_30Hz_smoothing100ms_causalkernel_high_noise', 'Global_EXC_30Hz_smoothing100ms_high_noise', 'Global_EXC_30Hz_smoothing200ms_causalkernel_high_noise', 'Global_EXC_40Hz_smoothing25ms_causalkernel', 'Global_EXC_40Hz_smoothing25ms', 'Global_EXC_40Hz_smoothing25ms_high_noise', 'Global_EXC_40Hz_smoothing50ms', 'Global_EXC_40Hz_smoothing50ms_high_noise', 'Global_EXC_40Hz_smoothing50ms_causalkernel', 'Global_INH_30Hz_smoothing50ms', 'Global_INH_30Hz_smoothing100ms', 'Global_EXC_30Hz_smoothing50ms_asymmetric_window_1_frame', 'Global_EXC_30Hz_smoothing50ms_asymmetric_window_2_frames', 'Global_EXC_30Hz_smoothing50ms_asymmetric_window_4_frames', 'Global_EXC_30Hz_smoothing50ms_asymmetric_window_6_frames', 'Global_EXC_30Hz_smoothing50ms_asymmetric_window_8_frames', 'GCaMP6f_mouse_30Hz_smoothing200ms', 'Spinal_cord_excitatory_30Hz_smoothing50ms', 'Spinal_cord_inhibitory_30Hz_smoothing50ms', 'Spinal_cord_excitatory_3Hz_smoothing400ms_high_noise', 'Spinal_cord_inhibitory_3Hz_smoothing400ms_high_noise', 'Spinal_cord_excitatory_2.5Hz_smoothing400ms', 'Spinal_cord_inhibitory_2.5Hz_smoothing400ms', 'GC8_EXC_5Hz_smoothing400ms_high_noise', 'GC8_EXC_5Hz_smoothing800ms_high_noise', 'GC8_EXC_7.5Hz_smoothing100ms_high_noise', 'GC8_EXC_7.5Hz_smoothing200ms_high_noise', 'GC8_EXC_10Hz_smoothing150ms_high_noise', 'GC8_EXC_10Hz_smoothing75ms_high_noise', 'GC8_EXC_15Hz_smoothing100ms_high_noise', 'GC8_EXC_15Hz_smoothing50ms_high_noise', 'GC8_EXC_30Hz_smoothing25ms_high_noise', 'GC8_EXC_30Hz_smoothing50ms_high_noise', 'GC8_EXC_40Hz_smoothing15ms_high_noise', 'GC8_EXC_40Hz_smoothing30ms_high_noise']

CascadeModelConfig

cascade_predict

Spike prediction using Cascade pretrained model

CascadeSpikePrediction