{ "seed": 7, "math_gain_sweep": [ { "k": 0.25, "initial_Vdot_observed": -0.0011952148654126304, "predicted": -0.0011952125796493346, "ratio": 1.0000019124324282 }, { "k": 0.5, "initial_Vdot_observed": -0.0023904343049441223, "predicted": -0.002390425159298669, "ratio": 1.0000038259492952 }, { "k": 1.0, "initial_Vdot_observed": -0.004780886903588133, "predicted": -0.004780850318597338, "ratio": 1.0000076524024717 }, { "k": 2.0, "initial_Vdot_observed": -0.009561846979200261, "predicted": -0.009561700637194677, "ratio": 1.000015305018546 } ], "event_delta_sweep": [ { "delta": 0.005, "events": 128, "rate": 64.0, "final_V": 0.011839098346450895, "min_dwell": 0.022, "predicted_dwell_lower_bound": 0.022425051053319 }, { "delta": 0.02, "events": 32, "rate": 16.0, "final_V": 0.01206310732008615, "min_dwell": 0.089, "predicted_dwell_lower_bound": 0.089700204213276 }, { "delta": 0.08, "events": 6, "rate": 3.0, "final_V": 0.012636950648785063, "min_dwell": 0.382, "predicted_dwell_lower_bound": 0.358800816853104 }, { "delta": 0.2, "events": 1, "rate": 0.5, "final_V": 0.013402118995571146, "min_dwell": null, "predicted_dwell_lower_bound": 0.89700204213276 } ], "neural_results": { "none": { "accuracy": 0.875, "events_per_sequence": 0.0, "rotation_norm_error": 0.0, "device": "cpu" }, "continuous": { "accuracy": 0.8125, "events_per_sequence": 0.0, "rotation_norm_error": 2.6700945454649627e-08, "device": "cpu" }, "event": { "accuracy": 0.8515625, "events_per_sequence": 22.53376736111111, "rotation_norm_error": 2.6123416319023818e-08, "device": "cpu" } } }