{
  "purpose": "自选无量纲参数的机制示意，不是论文拟合或生物实验数据",
  "equations": {
    "activity": "a = sigmoid(m - ell)",
    "memory": "dm/dt = gain * (0.5 - a) - leak*m"
  },
  "solver": "scipy.integrate.solve_ivp; rtol=1e-10; atol=1e-12; max_step=0.5",
  "results": {
    "完整积分反馈": {
      "gain": 0.35,
      "leak": 0.0,
      "final_activity": 0.49999999727157396,
      "final_memory": 1.9999999890862958
    },
    "较慢的积分反馈": {
      "gain": 0.08,
      "leak": 0.0,
      "final_activity": 0.4953504131535679,
      "final_memory": 1.9814011164913767
    },
    "记忆持续泄漏": {
      "gain": 0.35,
      "leak": 0.04,
      "final_activity": 0.3447981780973254,
      "final_memory": 1.358015941618375
    },
    "冻结内部记忆": {
      "gain": 0.0,
      "leak": 0.0,
      "final_activity": 0.11920292202211755,
      "final_memory": 0.0
    }
  }
}