Brainchip / bc-pred-main-class Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model Test 'Quantized (akida)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
edge-0 edge 1s
Show classification Show in data acquisition
on-2 on 1s
Show classification Show in data acquisition
off-2 off 1s
Show classification Show in data acquisition
edge-1 edge 1s 100% 1 edge
Show classification Show in data acquisition
on-9 on 1s 100% 1 on
Show classification Show in data acquisition
on-5 on 1s 100% 1 on
Show classification Show in data acquisition
on-2 on 1s 0% 1 uncertain
Show classification Show in data acquisition
off-8 off 1s 100% 1 off
Show classification Show in data acquisition
off-2 off 1s 100% 1 off
Show classification Show in data acquisition
center-tues.93 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.84 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.83 center 1s 0% 1 uncertain
Show classification Show in data acquisition
center-tues.78 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.68 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.64 center 1s 0% 1 on
Show classification Show in data acquisition
center-tues.60 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.53 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.50 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.5 center 1s 0% 1 uncertain
Show classification Show in data acquisition
center-tues.35 center 1s 100% 1 center
Show classification Show in data acquisition
center-tues.296 center 1s 100% 1 center
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
91.78%

Confusion matrix

centeredgeoffonuncertain
center95.0%0%0%1.7%3.3%
edge0%99.2%0%0%0.8%
off0%0%72.6%8.1%19.4%
on0%0%1.6%91.1%7.3%
f1 score0.971.000.830.93

Feature explorer

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