From 54fdea484ca60ce94e7e800bd0f9a0baa66a6d78 Mon Sep 17 00:00:00 2001
From: David Huss <dh@atoav.com>
Date: Thu, 9 Nov 2023 14:38:35 +0100
Subject: [PATCH] More schematic

---
 .../default-37a8.jupyterlab-workspace         |    2 +-
 circuitsim/envelope.ipynb                     |  201 +-
 circuitsim/lookup-tables.ipynb                |  189 +-
 horizon/top_block.json                        |    1 +
 horizon/top_schematic.json                    | 2703 ++++++++++++++---
 schematic.pdf                                 |  Bin 277042 -> 334672 bytes
 6 files changed, 2687 insertions(+), 409 deletions(-)

diff --git a/circuitsim/.jupyter/desktop-workspaces/default-37a8.jupyterlab-workspace b/circuitsim/.jupyter/desktop-workspaces/default-37a8.jupyterlab-workspace
index 32ae4f3..04bc81b 100644
--- a/circuitsim/.jupyter/desktop-workspaces/default-37a8.jupyterlab-workspace
+++ b/circuitsim/.jupyter/desktop-workspaces/default-37a8.jupyterlab-workspace
@@ -1 +1 @@
-{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":1,"widgets":["notebook:circuit_sim.ipynb","notebook:Untitled.ipynb","notebook:lookup-tables.ipynb"]},"current":"notebook:Untitled.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.26227795193312436,0.7377220480668757,0]},"notebook:circuit_sim.ipynb":{"data":{"path":"circuit_sim.ipynb","factory":"Notebook"}},"notebook:lookup-tables.ipynb":{"data":{"path":"lookup-tables.ipynb","factory":"Notebook"}},"notebook:envelope.ipynb":{"data":{"path":"envelope.ipynb","factory":"Notebook"}}},"metadata":{"id":"default"}}
\ No newline at end of file
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":2,"widgets":["notebook:circuit_sim.ipynb","notebook:lookup-tables.ipynb","notebook:envelope.ipynb"]},"current":"notebook:envelope.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.26227795193312436,0.7377220480668757,0]},"notebook:circuit_sim.ipynb":{"data":{"path":"circuit_sim.ipynb","factory":"Notebook"}},"notebook:lookup-tables.ipynb":{"data":{"path":"lookup-tables.ipynb","factory":"Notebook"}},"notebook:envelope.ipynb":{"data":{"path":"envelope.ipynb","factory":"Notebook"}}},"metadata":{"id":"default"}}
\ No newline at end of file
diff --git a/circuitsim/envelope.ipynb b/circuitsim/envelope.ipynb
index c75c72f..24c5b4f 100644
--- a/circuitsim/envelope.ipynb
+++ b/circuitsim/envelope.ipynb
@@ -2,13 +2,13 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 31,
    "id": "6ad68c73-abea-4199-a610-f9c06edd405b",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 800x400 with 1 Axes>"
       ]
@@ -38,7 +38,7 @@
     "pulse_duration = 100\n",
     "total_duration = 2000\n",
     "data = [0.0]*pulse_delay\n",
-    "data += [1.0]*pulse_duration\n",
+    "data += [-1.0]*pulse_duration\n",
     "data += [0.0]*pulse_delay\n",
     "data += [1.0]*pulse_duration\n",
     "data += [0.0]*(total_duration-pulse_delay-pulse_duration)\n",
@@ -65,9 +65,202 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "id": "50316437-021e-49b4-bda9-7663854444da",
    "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Min: 0.0\n",
+      "Max: 1.0\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 800x400 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib import pyplot as plt\n",
+    "%matplotlib inline\n",
+    "import math\n",
+    "\n",
+    "def draw(r):\n",
+    "    l = len(r)\n",
+    "    x = [x for x in range(l)]\n",
+    "    fig = plt.figure(figsize=(8, 4))\n",
+    "    ax = fig.add_axes([0, 0, 1, 1])\n",
+    "    ax.axhline(y=0.5, color='black', linestyle='--')\n",
+    "    ax.set_xticks(range(0, l, 64))\n",
+    "    ax.set_yticks(range(-l*2, l*2+1, 128))\n",
+    "    ax.grid()\n",
+    "    ax.plot(x, r)\n",
+    "    \n",
+    "\n",
+    "data = [(3.0 + math.log10(x/1000))/3.0 for x in range(1,1001)]\n",
+    "\n",
+    "draw(data)\n",
+    "print(f'Min: {min(data)}')\n",
+    "print(f'Max: {max(data)}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "d3bbb0dd-b8c3-4563-aec0-f39f1d0766b1",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0 direct access 0: 0.0\n",
+      "0.03125 interpolating [0.0] -> [1.0] with f 0.125: 0.125\n",
+      "0.0625 interpolating [0.0] -> [1.0] with f 0.25: 0.25\n",
+      "0.09375 interpolating [0.0] -> [1.0] with f 0.375: 0.375\n",
+      "0.125 interpolating [0.0] -> [1.0] with f 0.5: 0.5\n",
+      "0.15625 interpolating [0.0] -> [1.0] with f 0.625: 0.625\n",
+      "0.1875 interpolating [0.0] -> [1.0] with f 0.75: 0.75\n",
+      "0.21875 interpolating [0.0] -> [1.0] with f 0.875: 0.875\n",
+      "0.25 direct access 1: 1.0\n",
+      "0.28125 interpolating [1.0] -> [2.0] with f 0.125: 1.125\n",
+      "0.3125 interpolating [1.0] -> [2.0] with f 0.25: 1.25\n",
+      "0.34375 interpolating [1.0] -> [2.0] with f 0.375: 1.375\n",
+      "0.375 interpolating [1.0] -> [2.0] with f 0.5: 1.5\n",
+      "0.40625 interpolating [1.0] -> [2.0] with f 0.625: 1.625\n",
+      "0.4375 interpolating [1.0] -> [2.0] with f 0.75: 1.75\n",
+      "0.46875 interpolating [1.0] -> [2.0] with f 0.875: 1.875\n",
+      "0.5 direct access 2: 2.0\n",
+      "0.53125 interpolating [2.0] -> [3.0] with f 0.125: 2.125\n",
+      "0.5625 interpolating [2.0] -> [3.0] with f 0.25: 2.25\n",
+      "0.59375 interpolating [2.0] -> [3.0] with f 0.375: 2.375\n",
+      "0.625 interpolating [2.0] -> [3.0] with f 0.5: 2.5\n",
+      "0.65625 interpolating [2.0] -> [3.0] with f 0.625: 2.625\n",
+      "0.6875 interpolating [2.0] -> [3.0] with f 0.75: 2.75\n",
+      "0.71875 interpolating [2.0] -> [3.0] with f 0.875: 2.875\n",
+      "0.75 direct access 3: 3.0\n",
+      "0.78125 interpolating [3.0] -> [4.0] with f 0.125: 3.125\n",
+      "0.8125 interpolating [3.0] -> [4.0] with f 0.25: 3.25\n",
+      "0.84375 interpolating [3.0] -> [4.0] with f 0.375: 3.375\n",
+      "0.875 interpolating [3.0] -> [4.0] with f 0.5: 3.5\n",
+      "0.90625 interpolating [3.0] -> [4.0] with f 0.625: 3.625\n",
+      "0.9375 interpolating [3.0] -> [4.0] with f 0.75: 3.75\n",
+      "0.96875 interpolating [3.0] -> [4.0] with f 0.875: 3.875\n",
+      "1.0 direct access 4: 4.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "import math\n",
+    "import numpy as np\n",
+    "\n",
+    "table = np.array([0.0, 1.0, 2.0, 3.0, 4.0])\n",
+    "\n",
+    "def lerp(a, b, f=0.5) -> float:\n",
+    "    f = min(1.0, max(0.0, f))\n",
+    "    if f == 0.0:\n",
+    "        return a\n",
+    "    elif f == 1.0:\n",
+    "        return b\n",
+    "    else:\n",
+    "        return a * (1.0-f) + b * f\n",
+    "\n",
+    "def get(table, f):\n",
+    "        f = min(1.0, max(0.0, f))\n",
+    "        pos = (len(table)-1) * f\n",
+    "        pos_frac = pos%1.0\n",
+    "        if pos_frac == 0.0:\n",
+    "            val = table[int(round(pos))]\n",
+    "            print(f\"{f} direct access {int(pos)}: {val}\")\n",
+    "            return val\n",
+    "        a = table[int(math.floor(pos))]\n",
+    "        b = table[int(math.ceil(pos))]\n",
+    "        val = lerp(a, b, pos_frac)      \n",
+    "        print(f\"{f} interpolating [{a}] -> [{b}] with f {pos_frac}: {val}\")\n",
+    "        return val\n",
+    "  \n",
+    "        \n",
+    "for i in range(0, 33):\n",
+    "    get(table, i/32.0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "cc0b4852-eccb-4bae-859a-bbbf92458ab2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Min: 0.0\n",
+      "Max: 4094.0\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 800x400 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib import pyplot as plt\n",
+    "%matplotlib inline\n",
+    "import math\n",
+    "\n",
+    "def draw(r):\n",
+    "    l = len(r)\n",
+    "    x = [x for x in range(l)]\n",
+    "    fig = plt.figure(figsize=(8, 4))\n",
+    "    ax = fig.add_axes([0, 0, 1, 1])\n",
+    "    ax.axhline(y=0.5, color='black', linestyle='--')\n",
+    "    ax.set_xticks(range(0, l, 64))\n",
+    "    ax.set_yticks(range(-l*2, l*2+1, 128))\n",
+    "    ax.grid()\n",
+    "    ax.plot(x, r)\n",
+    "    \n",
+    "def deadband(x, deadband = 200):\n",
+    "    span = 4096\n",
+    "    half = span/2\n",
+    "    half_span = half-deadband\n",
+    "    scaler = half/half_span\n",
+    "    \n",
+    "    if x < half:\n",
+    "        x += deadband\n",
+    "        x = (min(half, x)-half) * -scaler\n",
+    "        x = int(x * -1) + half\n",
+    "    else:\n",
+    "        x -= deadband\n",
+    "        x = (max(half, x)-half)*scaler\n",
+    "        x = int(x)+half\n",
+    "    return x\n",
+    "\n",
+    "data = [deadband(x) for x in range(0,4096)]\n",
+    "\n",
+    "draw(data)\n",
+    "print(f'Min: {min(data)}')\n",
+    "print(f'Max: {max(data)}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2e2c2c7f-4bc6-4a1f-b6bd-bf5558b8f03f",
+   "metadata": {},
    "outputs": [],
    "source": []
   }
diff --git a/circuitsim/lookup-tables.ipynb b/circuitsim/lookup-tables.ipynb
index cf13b87..0a086e4 100644
--- a/circuitsim/lookup-tables.ipynb
+++ b/circuitsim/lookup-tables.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 1,
    "id": "52c8bec3-db2d-4522-b692-b035a71410de",
    "metadata": {},
    "outputs": [
@@ -10,14 +10,13 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Requirement already satisfied: clipboard in /home/d0/.config/jupyterlab-desktop/jlab_server/lib/python3.8/site-packages (0.0.4)\n",
-      "Requirement already satisfied: pyperclip>=1.3 in /home/d0/.config/jupyterlab-desktop/jlab_server/lib/python3.8/site-packages (from clipboard) (1.8.2)\n"
+      "zsh:1: parse error near `-m'\n"
      ]
     },
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "5f19c54c7c754888ada31d3cc46e5e7e",
+       "model_id": "4ac415a463cd484993a44329e31a5e59",
        "version_major": 2,
        "version_minor": 0
       },
@@ -137,14 +136,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 41,
    "id": "41562cc6-9911-4fb1-87ec-f2b3c8bfb3c2",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "e603bfee3330407c8d5341bac0f5a3a2",
+       "model_id": "efcba863f7d145b390f1118f16070ad5",
        "version_major": 2,
        "version_minor": 0
       },
@@ -157,7 +156,17 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "text/plain": [
+       "16"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 800x400 with 1 Axes>"
       ]
@@ -178,6 +187,7 @@
     "    fig = plt.figure(figsize=(8, 4))\n",
     "    ax = fig.add_axes([0, 0, 1, 1])\n",
     "    ax.axhline(y=0.5, color='black', linestyle='--')\n",
+    "    ax.axvline(x=l/2, color='black', linestyle='--')\n",
     "    ax.set_xticks(range(0, l, 64))\n",
     "    ax.set_yticks(range(-l*2, l*2+1, 128))\n",
     "    ax.grid()\n",
@@ -189,7 +199,7 @@
     "    readings = []\n",
     "\n",
     "    for i in range(length):\n",
-    "        current_reading = i/length\n",
+    "        current_reading = i/(length-1)\n",
     "        scaler = (1.0) / (1.0 - deadband)\n",
     "        scaler += 0.1\n",
     "\n",
@@ -207,18 +217,18 @@
     "            current_reading *= scaler\n",
     "            current_reading = 0.5 - current_reading\n",
     "        \n",
-    "        val = min(length, max(0, int(current_reading * length)))\n",
+    "        val = min(length, max(0, current_reading))\n",
     "        readings.append(val)\n",
     "    return readings\n",
     "\n",
     "\n",
     "\n",
     "\n",
-    "bip = deadband(4096)\n",
+    "bip = deadband(16, deadband = 0.08)\n",
     "draw(bip)\n",
     "text = \"\"\n",
     "text += \"// Lookup Table for Bipolar Curve with deadband\\n\"\n",
-    "text += f\"int bip_lookup[] = {{{', '.join(str(v) for v in bip)}}};\\n\\n\"\n",
+    "text += f\"float bip_lookup[] = {{{', '.join(str(v) for v in bip)}}};\\n\\n\"\n",
     "\n",
     "import ipywidgets as widgets\n",
     "from IPython.display import display, HTML, Javascript\n",
@@ -230,27 +240,20 @@
     "\n",
     "mybtn.on_click(mybtn_event_handler)\n",
     "\n",
-    "display(mybtn)"
+    "display(mybtn)\n",
+    "len(bip)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 44,
    "id": "ecc666b0-8195-4276-a576-39d41753b540",
    "metadata": {},
    "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Requirement already satisfied: clipboard in /home/d0/.config/jupyterlab-desktop/jlab_server/lib/python3.8/site-packages (0.0.4)\n",
-      "Requirement already satisfied: pyperclip>=1.3 in /home/d0/.config/jupyterlab-desktop/jlab_server/lib/python3.8/site-packages (from clipboard) (1.8.2)\n"
-     ]
-    },
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1a106fba6f1e457d85bcd89f9637e649",
+       "model_id": "2c77d02991b94167ae4191faa991c4c6",
        "version_major": 2,
        "version_minor": 0
       },
@@ -263,7 +266,17 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "text/plain": [
+       "0.0"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 800x400 with 1 Axes>"
       ]
@@ -319,17 +332,19 @@
     "        output.append(val)\n",
     "    \n",
     "    # Convert to integer value range\n",
-    "    output = [int(o*length) for o in output]\n",
+    "    output = [o for o in output]\n",
     "    return output\n",
     "\n",
     "\n",
     "\n",
     "\n",
-    "lilo = lin_to_log(4096, strength=1.0)\n",
+    "# lilo = lin_to_log(4096, strength=1.0)\n",
+    "lilo = lin_to_log(32, strength=1.0)\n",
+    "# lilo = [l/256.0 for l in lilo]\n",
     "draw(lilo)\n",
     "text = \"\"\n",
     "text += \"// Lookup Table for Logarithmic Curve\\n\"\n",
-    "text += f\"int log_lookup[] = {{{', '.join(str(v) for v in lilo)}}};\\n\\n\"\n",
+    "text += f\"float log_lookup[] = {{{', '.join(str(v) for v in lilo)}}};\\n\\n\"\n",
     "# print(text)\n",
     "\n",
     "import ipywidgets as widgets\n",
@@ -342,14 +357,132 @@
     "\n",
     "mybtn.on_click(mybtn_event_handler)\n",
     "\n",
-    "display(mybtn)"
+    "display(mybtn)\n",
+    "min(lilo)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 42,
    "id": "2ecfda42-4a3c-489a-bc90-8576648c339c",
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "0a1fd320498041f5b5d7edd19c64d36a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Button(button_style='success', description='copy C++ to clipboard', style=ButtonStyle())"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "0.9999999999999999"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 800x400 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib import pyplot as plt\n",
+    "%matplotlib inline\n",
+    "import math\n",
+    "import sys\n",
+    "\n",
+    "\n",
+    "\n",
+    "def draw(r):\n",
+    "    l = len(r)\n",
+    "    x = [x for x in range(l)]\n",
+    "    fig = plt.figure(figsize=(8, 4))\n",
+    "    ax = fig.add_axes([0, 0, 1, 1])\n",
+    "    ax.axhline(y=0.5, color='black', linestyle='--')\n",
+    "    ax.set_xticks(range(0, l, 64))\n",
+    "    ax.set_yticks(range(-l*2, l*2+1, 128))\n",
+    "    ax.grid()\n",
+    "    ax.plot(x, r)\n",
+    "\n",
+    "    \n",
+    "    \n",
+    "def exp_lookup(length, strength=1.0):\n",
+    "    # Limit to range 0.0 and 1.0\n",
+    "    strength = min(1.0, max(0.0, strength))\n",
+    "    readings = []\n",
+    "    linear_readings = []\n",
+    "    for i in range(length):\n",
+    "        current_reading = i/length\n",
+    "        linear_readings.append(current_reading)\n",
+    "        # Log of 0 is error, so handle it explicitly\n",
+    "        if i == 0:\n",
+    "            current_reading = 0.0\n",
+    "        else:\n",
+    "            current_reading = i*i\n",
+    "        readings.append(current_reading)\n",
+    "    \n",
+    "    # Normalize to scale 0.1 to one\n",
+    "    maxima = max(readings)\n",
+    "    scaler = 1.0 / maxima\n",
+    "    readings = [r*scaler for r in readings]\n",
+    "    \n",
+    "    output = []\n",
+    "    for i, r in enumerate(readings):\n",
+    "        val = r*strength + linear_readings[i] * (1.0 - strength)\n",
+    "        output.append(val)\n",
+    "    \n",
+    "    # Convert to integer value range\n",
+    "    output = [o for o in output]\n",
+    "    return output\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "# lilo = lin_to_log(4096, strength=1.0)\n",
+    "lilo = exp_lookup(8, strength=1.0)\n",
+    "draw(lilo)\n",
+    "text = \"\"\n",
+    "text += \"// Lookup Table for Exponential Curve\\n\"\n",
+    "text += f\"float exp_lookup[] = {{{', '.join(str(v) for v in lilo)}}};\\n\\n\"\n",
+    "# print(text)\n",
+    "\n",
+    "import ipywidgets as widgets\n",
+    "from IPython.display import display, HTML, Javascript\n",
+    "mybtn = widgets.Button(description='copy C++ to clipboard', button_style='success')\n",
+    "\n",
+    "def mybtn_event_handler(b):\n",
+    "    print(\"copied\")\n",
+    "    clipboard.copy(text)\n",
+    "\n",
+    "mybtn.on_click(mybtn_event_handler)\n",
+    "\n",
+    "display(mybtn)\n",
+    "\n",
+    "max(lilo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e51416f3-f34d-4513-9f0c-fa52c468274e",
+   "metadata": {},
    "outputs": [],
    "source": []
   }
diff --git a/horizon/top_block.json b/horizon/top_block.json
index dcafc5a..38db355 100644
--- a/horizon/top_block.json
+++ b/horizon/top_block.json
@@ -1075,6 +1075,7 @@
             },
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diff --git a/horizon/top_schematic.json b/horizon/top_schematic.json
index a6ef859..202c083 100644
--- a/horizon/top_schematic.json
+++ b/horizon/top_schematic.json
@@ -22,202 +22,1519 @@
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+            },
+            "name": "Mic Pre",
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+                    "last_net": "c601eb84-7a3d-4094-996d-ea702668c361",
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+                    "orientation": "right",
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                     "offsheet_refs": true,
                     "orientation": "up",
                     "show_port": false,
@@ -631,6 +1948,20 @@
                         "port": null
                     }
                 },
+                "8fbf6412-affb-4731-8101-f6575fd7a2a4": {
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                 "91448bce-5bdc-4829-8a02-39b601224ebe": {
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@@ -808,8 +2139,8 @@
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-                        "pin": "10740c03-0a06-47a6-965c-11212b8be98b/44b00206-9d6d-4d75-a439-283d439b15fa",
+                        "junc": "4dadd495-2f6b-45a0-afc2-d299c977a0c7",
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                         "port": null
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                 },
@@ -883,56 +2214,267 @@
                         "port": null
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+                "f17bfe91-ac18-4e28-a537-88c275c10bd9": {
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+                        "junc": "3bb9b30b-8703-4564-835f-dc881c6c1348",
+                        "pin": null,
+                        "port": null
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+                    "text": "This is an additional, but unpopulated mic preamp, that\nallows the use of this module with dynamic mics (XLR),\nthat don't use Phantom Power.\nFor space reasons this part of the circuit consists of SMD\nparts.\n\nThe preamp is calculated to run of +12V DC, that means\nyou will have to solder a 12V-powersupply connection to\nVIN and AGND (see EXT_POWER on sheet 2).\n\nThe MIC_PRE connector needs to be soldered to a XLR\nconnector, or maybe even better to a 1:1 transformer that\ntakes the balanced signal and converts it into an unbalanced \nsignal.\n\nThe gain of the preamp can be trimmed using the MIC_GAIN \ntrimmer.",
+                    "width": 0
                 },
-                "54cd7560-40fe-420a-b326-9660fbb7d022": {
-                    "component": "baffe002-b04f-4016-a9f6-56f6053b7bb3",
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-                    "gate": "48af78e5-730e-44eb-977a-cf188e4fcb39",
-                    "pin_display_mode": "selected_only",
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+                    "font": "simplex",
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                     "placement": {
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+                        "angle": 0,
                         "mirror": false,
                         "shift": [
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-                            108750000
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                         ]
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-                    "symbol": "e2cde69b-9fa7-4332-ba8f-7e5b3ee8ad73",
-                    "texts": []
+                    "size": 1500000,
+                    "text": "VIN must be +12 to +14 VDC (max)!",
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                         ]
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                         "angle": 0,
                         "mirror": false,
                         "shift": [
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-                    "texts": [
-                        "0acf5ecd-25c7-4efa-8b25-a89c96037b2d"
-                    ]
+                    "size": 1500000,
+                    "text": "3",
+                    "width": 0
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-                            121250000
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-                    "symbol": "e2cde69b-9fa7-4332-ba8f-7e5b3ee8ad73",
-                    "texts": []
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-                    "expand": 0,
-                    "gate": "48af78e5-730e-44eb-977a-cf188e4fcb39",
-                    "pin_display_mode": "selected_only",
+                "d8434ceb-cdb4-4484-9cba-c2b53c169275": {
+                    "font": "simplex",
+                    "from_smash": false,
+                    "layer": 0,
+                    "origin": "center",
                     "placement": {
                         "angle": 0,
                         "mirror": false,
                         "shift": [
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-                            77500000
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                         ]
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-                    "symbol": "e2cde69b-9fa7-4332-ba8f-7e5b3ee8ad73",
-                    "texts": []
+                    "size": 1500000,
+                    "text": "PUSH",
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-                "b06c1b52-4d2e-4dc7-887b-4a9960aad514": {
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                         "mirror": false,
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                         ]
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-                    "smashed": false,
-                    "symbol": "e2cde69b-9fa7-4332-ba8f-7e5b3ee8ad73",
-                    "texts": []
+                    "size": 1500000,
+                    "text": "PUSH",
+                    "width": 0
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-                "d15647d4-8ca1-4788-8409-9a9a2979f59b": {
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-                    "pin_display_mode": "selected_only",
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-                        "angle": 49152,
+                        "angle": 0,
                         "mirror": false,
                         "shift": [
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-                    "smashed": false,
-                    "symbol": "7259d3dd-c723-41b7-994c-df2d545a3dfe",
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+                    "size": 1500000,
+                    "text": "(FRONT)",
+                    "width": 0
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-                        "angle": 49152,
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                         "mirror": false,
                         "shift": [
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-                            115000000
+                            41875000,
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-                    "symbol": "7259d3dd-c723-41b7-994c-df2d545a3dfe",
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+                    "text": "(FRONT)",
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                         "angle": 0,
-                        "mirror": true,
+                        "mirror": false,
                         "shift": [
-                            140000000,
-                            145000000
+                            106250000,
+                            33750000
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-                    "smashed": false,
-                    "symbol": "7259d3dd-c723-41b7-994c-df2d545a3dfe",
-                    "texts": []
-                }
-            },
-            "texts": {
-                "0acf5ecd-25c7-4efa-8b25-a89c96037b2d": {
+                    "size": 1500000,
+                    "text": "2",
+                    "width": 0
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                     "layer": 0,
                     "origin": "center",
                     "placement": {
                         "angle": 0,
                         "mirror": false,
                         "shift": [
-                            82500000,
-                            100000000
+                            106250000,
+                            43750000
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                     },
                     "size": 1500000,
-                    "text": "$REFDES",
+                    "text": "1",
                     "width": 0
                 },
-                "542f20ea-dd2f-43bd-b633-d087d7a09219": {
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@@ -1246,12 +2900,12 @@
                         "angle": 0,
                         "mirror": false,
                         "shift": [
-                            7500000,
-                            198750000
+                            8375000,
+                            200250000
                         ]
                     },
-                    "size": 2500000,
-                    "text": "This is an additional, but unpopulated mic preamp, that\nallows the use of this module with dynamic mics (XLR),\nthat don't use Phantom Power.\nFor space reasons this part of the circuit consists of SMD\nparts.\n\nThe preamp is calculated to run of +12V DC, that means\nyou will have to solder a 12V-powersupply connection to\nVIN and AGND (see EXT_POWER on sheet 2).\n\nThe MIC_PRE connector needs to be soldered to a XLR\nconnector, or maybe even better to a 1:1 transformer that\ntakes the balanced signal and converts it into an unbalanced \nsignal.\n\nThe gain of the preamp can be trimmed using the MIC_GAIN \ntrimmer.",
+                    "size": 3500000,
+                    "text": "Optional Microphone Preamp",
                     "width": 0
                 }
             },
@@ -6544,8 +8198,25 @@
                             13750000
                         ]
                     },
-                    "size": 1500000,
-                    "text": "(BACK)",
+                    "size": 1500000,
+                    "text": "(BACK)",
+                    "width": 0
+                },
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+                        "mirror": false,
+                        "shift": [
+                            5000000,
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+                    },
+                    "size": 3500000,
+                    "text": "Audio I/O and Daisy Seed Board",
                     "width": 0
                 },
                 "fb4771b5-bd4f-4e38-b9e0-408f662f9b7a": {
@@ -6584,20 +8255,26 @@
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@@ -6624,10 +8301,16 @@
                         180000000
                     ]
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@@ -6642,6 +8325,12 @@
                         140000000
                     ]
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@@ -6696,28 +8385,46 @@
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                         100000000
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@@ -6780,26 +8493,75 @@
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@@ -7614,9 +9376,11 @@
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                     "text": "Solder Points for External Power",
                     "width": 0
                 },
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+                    },
+                    "size": 1500000,
+                    "text": "If this module is used with an USB-Powersupply VIN is not\nneeded. If the optional mic preamplifier is to be used, connect\n+12VDC here.",
+                    "width": 0
+                },
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                     },
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diff --git a/schematic.pdf b/schematic.pdf
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