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梦之真理

梦之真理

企业,投机，上市，套现，泡妞

IP属地：广东

14关注

282粉丝

1主题

0勋章

2022-12-02

[666] [鼓掌]

马斯克的猴子正在推动一场脑机革命，代价是“香蕉奶昔”

2021-10-06

$华夏文化科技(01566)$意料之[难过]

2021-07-07

$BSQUARE科技(BSQR)$不错，主力洗盘太狠了，上看12[财迷]

2021-07-02

$BSQUARE科技(BSQR)$套死[流泪]

2021-05-26

$老虎证券(TIGR)$感谢老虎发的红包，看看一年内账户能否翻十倍[财迷]

2021-05-19

$WTI原油2107(CL2107)$ $WTI原油主连(CLmain)$ 干

2021-05-12

$虎都(02399)$此股已废，散户太多，难涨哦

2021-05-10

$Protagenic Therapeutics, Inc.(PTIX)$干

2021-04-21

$WTI原油2106(CL2106)$ 我也来

2021-01-29

$9 Meters Biopharma Inc.(NMTR)$梭哈，五元见

2020-11-19

$Naked Brand Group Inc(NAKD)$走了，留下的发财哦

2020-11-19

$Naked Brand Group Inc(NAKD)$唉，胆子太小，实盘买少了[难过]

2020-10-20

$NanoVibronix Inc(NAOV)$抄底，感觉行情要来了

2020-10-16

$Naked Brand Group Inc(NAKD)$抄底，赌它今晚拉升

2020-10-06

$Camber Energy(CEI)$我好慌啊

2020-09-24

$Camber Energy(CEI)$$Polar Power Inc.(POLA)$ $Sunworks, Inc.(SUNW)$cei超跌老千股，十倍不是梦[财迷] [开心] [财迷]

2020-09-01

$Camber Energy(CEI)$这个垃圾再一次跌入了我的法眼，近期可以抄底了吧

2020-07-06

$A50指数主连(CNmain)$ 感觉太假了，牛市不可能来的，都是套路[捂脸]

2020-06-24

$NovaBay Pharmaceuticals Inc(NBY)$ 看K线走势很好，上车了[财迷]

2020-06-18

$Nova Lifestyle Inc(NVFY)$ 没有流动性的毛票就喜欢作妖，你们说今晚会不会涨到五块

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[鼓掌]","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":0,"commentSize":0,"repostSize":0,"link":"https://laohu8.com/post/620707042","repostId":"1137562033","repostType":2,"repost":{"id":"1137562033","kind":"news","pubTimestamp":1669950387,"share":"https://www.laohu8.com/m/news/1137562033?lang=&edition=full","pubTime":"2022-12-02 11:06","market":"us","language":"zh","title":"马斯克的猴子正在推动一场脑机革命，代价是“香蕉奶昔”","url":"https://stock-news.laohu8.com/highlight/detail?id=1137562033","media":"硅星人","summary":"脑机接口的革命，来得实在太快了。","content":"<html><head></head><body><p>脑机接口的革命，来得实在太快了。</p><p>马斯克在硅谷举行的Neuralink沟通会上透露：</p><blockquote><b>首款脑机接口产品，名为N1，最快6个月内就可以启动人类测试。</b></blockquote><p>“为了我们的首次临床测试，我们正在非常努力地加紧各项工作准备，”马斯克轻描淡写地表示。</p><p>“我们绝大部分的文书资料已经提交到了 FDA。我们估计大约再过6个月时间，大家就可以看到 Neuralink 装到人的脑袋上了。”</p><p><img src=\"https://static.tigerbbs.com/881053692fafe079f3a3d49c36ec151c\" tg-width=\"640\" tg-height=\"385\" referrerpolicy=\"no-referrer\"/></p><p>Neuralink 拟推出的 N1 脑机接口（内部构造）   图片来源：Neuralink</p><p>香蕉奶昔，赛博朋克的第一生产力</p><p>整场发布会看下来，硅星人有一个最核心的感受：</p><p><b>如果没有香蕉奶昔（banana smoothie），这场脑机接口的革命，恐怕不会来得这么快……</b></p><p>为什么这么说呢？</p><p>大家可能知道Neuralink这家公司过去以来一直是用猴子和猪等动物进行实验的。有名有姓的猴子，就有至少8只，没名字的预备役更是数不胜数。</p><p>但是根据规定，Neuralink不能强迫它们参与配合实验……</p><p>更何况，早在启动活体实验的初期Neuralink就已经明白一个道理：强扭的瓜不甜。让这些猴子做实验哪怕它们有一点被迫、不情愿，对实验效果都会有影响。</p><p>于是Neuralink 开发出了一套“自愿参与”原则的激励方案：</p><p><b>只要来做实验，就有无限量的香蕉奶昔供应！</b></p><p><img src=\"https://static.tigerbbs.com/3a4f3b1a85e86a5cb522b6217c4f1c88\" tg-width=\"611\" tg-height=\"345\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>具体来说，就像条件反射那样，Neuralink 的饲养工作人员参与设计了一套强化机制：每当猴子参与了当前的实验，完成了一次操作，就会得到香蕉奶昔……</p><p>这样，越做实验，喝的越爽。久而久之，就形成了刺激强化的反馈机制。</p><p>下图你可以看到，这些猴子一边做着实验，一边从面前的管子里嘬着饮料。</p><p><b>简直可以说是：高高兴兴做实验，开开心心喝奶昔……</b></p><p>这样的反馈机制，在 Neuralink 最近两年的研发工作中，扮演了相当重要的角色。</p><p><b>首先来看下面这个脑控光标的实验：</b></p><p><img src=\"https://static.tigerbbs.com/9a8bf4ff89ae652fc4e9081500a27cb7\" tg-width=\"640\" tg-height=\"292\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>（虽然看起来猴子都会打字了，然而并非如此，猴子怎么可能懂英语呢？）</p><p>下一个键要按什么，实验工作人员早就设计好了，会在猴子面前 MacBook 的虚拟键盘上，会以黄色显眼的方式注明。</p><p>而在激励机制的作用下，只要猴子通过意念脑控光标“移动”到下一个要按的键上，并发出“按下”的信号，管子里就会流出香甜可口的香蕉奶昔……</p><p><b>在对于甜品的渴望驱使下，猴子打出了这么一句话：搞点夜点心切切吧 (can i please have snacks)……</b></p><p><img src=\"https://static.tigerbbs.com/abc8fe91e2df061111738ae2353e113d\" tg-width=\"640\" tg-height=\"357\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>但 Neuralink 并不满足于让猴子用光标打字。毕竟它的阶段性目标之一，是让（瘫痪）的人们可以通过脑机信号来操控包括手机在内的常用电子设备。</p><p><b>所以，这家公司的猴子大军，正在香蕉奶昔的驱动下，做着各种各样的训练工作，包括并不限于：</b></p><ul><li><p>点按和拖拽</p></li><li><p>滑动输入</p></li><li><p>手写</p></li><li><p>手势识别</p></li></ul><p><b>等等……</b></p><p><img src=\"https://static.tigerbbs.com/69e330ff9c4d8ee25e4043bf843f0492\" tg-width=\"640\" tg-height=\"298\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>以手写为例：</p><p>“一开始还是虚拟键盘。现在我们已经可以直接用脑机界面来读取信号，结合画面中的图形，和训练得到的信号模式，来精准地判断猴子在屏幕上写的是什么字”，一位 Neuralink 技术专家透露。</p><p>这样下去，猴子恐怕真要“学会”写字、拼词了？</p><p><b>以及，香蕉奶昔还能刺激猴子自己去给脑机接口充电！</b></p><p>这样简直是给 Neuralink 的工作人员，省了大麻烦了……</p><p>具体机制是这样设计的：</p><p>他们将一棵树做成了“奶茶店”，然后把充电板放在了装饰的树杈里：</p><p><img src=\"https://static.tigerbbs.com/2ca9c13ceb6607c8aec8de3743b51912\" tg-width=\"640\" tg-height=\"338\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>这样，只要猴子想喝香蕉奶昔了，就会跑过去嘬管子。</p><p><b>结果它的脑袋会正好对准充电板，一边喝饮料，一边充电。</b></p><p>这设计，脑回路实在是很有意思！</p><p><img src=\"https://static.tigerbbs.com/ab466e4985357060e0ed96368e3f1d5a\" tg-width=\"500\" tg-height=\"267\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>这场发布会的各嘉宾发言，总的来说给硅星人一个感觉，就是：</p><p>我们在实验中遇到了一个技术问题 → 想了很多办法都解决不了 → 哎最后还得香蕉大法 → 没办法香蕉它真的管用啊！</p><p><b>没想到实现赛博朋克，香蕉奶昔竟成了第一生产力……</b></p><p>（期待回头 Neuralink 实现产品多元化，推出自主品牌的香蕉奶昔……）</p><p><img src=\"https://static.tigerbbs.com/d6c2314f0dfb833bc4a3e56c6ae2c764\" tg-width=\"640\" tg-height=\"288\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Concord Food</p><p>从香蕉奶昔，到猴脑的可塑性</p><p>当然，除了香蕉之外，Neuralink也在用一些更加“正经”和更“高科技”的刺激方式，来训练出更厉害的猴子，好让它们转而更好地训练 Neuralink 开发下一代脑机接口产品需要的各种信号解码器、算法模型、测试工具等等。</p><p>而在下面这个例子中，Neuralink 就是利用了更复杂的刺激方法。</p><p>这家公司有两个阶段性目标，刚才提到了一个，也即帮助（瘫痪）人士获得运动功能。</p><p><b>而另一个阶段性目标，则是视觉义体：通过外部设备+脑机接口的方式，帮助那些一直生活在黑暗中的视障人士，重获光明。</b></p><p>绝大多数视障者，问题都出在眼球里，他们的视神经，大脑中的视觉皮层，很有可能仍然是完好的。于是 Neuralink 希望能够用脑机接口的方式，通过外置传感器（摄像头）来将信号直接传入视觉皮层，从而让失明者重获光明。为了实现这个目标，Neuralink 在猴子的猴脑视觉皮层部位开了颅，装了脑机接口进去。</p><p><img src=\"https://static.tigerbbs.com/0c064703b54276484f2f559b73283e55\" tg-width=\"535\" tg-height=\"428\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p><b>然而这次的工作更为复杂：</b>不再是读取脑信号控制外设这种简单的逻辑，而是完全反过来，从外部获取的视觉内容，将它编译为原始的脑神经信号，传回到大脑里。</p><p>猴子不是人，没有办法告诉实验人员自己看到了还是没看到、看到了什么东西。于是，Neuralink 又设计了一套新的刺激机制（逆相关reverse correlation，神经科学常用的方法）：</p><p><img src=\"https://static.tigerbbs.com/ec6e64210fcf5baecf55f734a330f94b\" tg-width=\"640\" tg-height=\"305\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p><b>1）用脑机接口输入的人工干预信号，刺激猴子的眼球进行移动（比如可以简单理解为）；</b></p><p><b>2）用外置的眼球追踪设备，验证实际的眼球移动矢量，是否与人工信号相符；</b></p><p><b>3）当结果相符的时候，使用香蕉奶昔进行激励。</b></p><p>如下图所示：绿色线代表眼球的移动路径，闪现的白点作为对照。你会看到，猴子的眼球突然朝着没有出现白点的位置移动，正是因为通过脑机接口收到了人工干预的信号。</p><p>最一开始，眼球的移动矢量和人工信号的相符的程度并不高。</p><p><b>然而有趣的是，随着测试时间变长，次数增加，猴子越做越熟练，符合程度越来越高。</b></p><p><img src=\"https://static.tigerbbs.com/1748e97d5f1fac25d216b840062d0ecf\" tg-width=\"600\" tg-height=\"331\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>大脑是指一种具有可塑性的组织，简单来说也即大脑内部的突触、神经元之间的连接可以由于学习和经验的影响建立新的连接，从而影响个体的行为。</p><p>Neuralink 团队正是寄希望于这种可塑性，通过不断的训练来让猴子在外界信号的辅助下，获得一种非原生的低维视觉。</p><p><b>而如果将这种技术的应用规模进一步扩容，让信号的复杂程度变高，从单一的矢量，升级为线、面、形状、颜色，让像素数量进一步增加……</b></p><p><b>那样，不就能够让那些失明的人，重获视觉了吗？</b></p><p>想法是伟大的，前景是乐观的。然而挑战仍然重重，还有很多技术门槛需要跨越。</p><p>Neuralink 提供了一张模拟图。它展示了在不远的未来，通过Neuralink脑机接口的视觉义体技术，大致能够获得的视觉（注意这并不是真实图片，只是模拟的效果）。</p><p>在一个理想的视觉义体套件中，通过一个安装在眼部高度的摄像机获取图像，传入手机进行信号处理，再通过脑机接口传输到大脑中的视觉皮层。</p><p><img src=\"https://static.tigerbbs.com/7de47bd60f04187618440d8d1efde85c\" tg-width=\"640\" tg-height=\"327\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p><p>这不禁令我想起了《赛博朋克2077》。在游戏中，主角拿到的头两件赛博义体（cyberware）之一，就是视觉义体 Kiroshi Optics。有了它，主角在正常视觉的基础上，还获得了扫描电子器件并对其进行黑客攻击的能力……</p><p><img src=\"https://static.tigerbbs.com/4631fb6c72d79ff47fd8f5b1f1ba7c22\" tg-width=\"640\" tg-height=\"356\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：TriggerStudio/CD PROJEKT RED/Netflix</p><p>回到现实世界<b>，视觉</b>义<b>体暂时还没有在游戏里那么酷。</b></p><p>麻省理工科技评论的一位生物科技作者写道指出，</p><p>“马斯克宣称义体能够‘恢复’视觉——也许在很久以后的未来才能实现。<b>能够通过义体产生的视觉并不是你和我所拥有的视觉。它更像是点状的光斑，也许能够通过组合的方式来形成一种简单的显示效果，就像老式的灯泡记分牌那样。”</b></p><p><img src=\"https://static.tigerbbs.com/f9d801892a136783cdce2d5eea2ac508\" tg-width=\"596\" tg-height=\"323\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：@antonioregalado</p><p><img src=\"https://static.tigerbbs.com/de66eb36d8b3b341cbb2b254e5232531\" tg-width=\"640\" tg-height=\"304\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：MERIT</p><p>即便如此，让失明者重获光明，仍然是一项有着重大意义的技术使命。</p><p>当然，赛博朋克作为一种文化的诸多优秀文艺作品，也为人类过于依赖科技的未来敲响警钟。尽管Neuralink掀起的这场脑机接口技术革命令人兴奋神往，它的诸多风险仍然不可小觑。</p><p>在过去一年时间里，Neuralink 也在加紧提高技术安全性，更重要的是确保使用者的生命安全。该公司的努力包括：</p><ul><li><p>开发了在实验室环境下，用于测试工作的，对人脑组织进行替代的技术，比如使用培养皿培植的皮质细胞进行电极测试（下图）。</p><p><b>“最终目标是在未来产品研发和测试中，降低甚至完全消除对活体动物和临床试验者的需要，”一位 Neuralink 专家表示。</b></p><p><img src=\"https://static.tigerbbs.com/f3370eee74ef4d93e638d8c867ed841f\" tg-width=\"640\" tg-height=\"377\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p></li><li><p>开发了无需在脑膜 (dura) 上开创，直接在脑膜外进行电极植入的机器人手术技术（在脑膜上开创会导致恢复过程中生成大量组织，覆盖包裹住接口设备，容易带来感染隐患，并且非常不便于后期设备维护）</p><p><img src=\"https://static.tigerbbs.com/1fa8f5831619ad89656109e369f33b46\" tg-width=\"640\" tg-height=\"353\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：Neuralink</p></li><li>将向上兼容能力（可升级性 upgradability）作为技术研发的核心原则之一。正如前一条，在颅骨上开一个硬币大小的口子，就算尽力控制创口，仍然会面临后期愈合而产生的组织的问题，对设备的后期移除带来巨大困难。升级硬件困难，所以硬件必须最大限度保证软件升级的能力。</li></ul><p><b>“毕竟没人想像每年换一台 iPhone 那样换脑机接口，最好的就是一步到位，”马斯克说到。</b></p><p>现实世界中，这场赛博朋克的革命的第一把火，看来也已经点燃了。</p><p>没准将来的 Neuralink，能够成为像“荒坂” (Arasaka) 那样的赛博格技术巨头……</p><p>“我笑了，因为伊隆·马斯克通过NeuraLink.™直接将一个表情包发送到我的前颅皮层。哦，我的天啊，这太棒了。我眨了两次眼睛，用NeuraLike™赞了它，然后非常认真地想：“谢谢先生！请发送比特币。”我睁开眼睛，突然发现天已经黑了，而我正在掐着一个人的脖子。”</p><p><img src=\"https://static.tigerbbs.com/701b651d1724bd55535b8380fff15248\" tg-width=\"592\" tg-height=\"372\" referrerpolicy=\"no-referrer\"/></p><p><img src=\"https://static.tigerbbs.com/ae7d49e809de085496b51cf7f2f836e4\" tg-width=\"640\" tg-height=\"396\" referrerpolicy=\"no-referrer\"/></p><p>图片来源：网络</p></body></html>","source":"gxr","collect":0,"html":"<!DOCTYPE html>\n<html>\n<head>\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no\"/>\n<meta name=\"format-detection\" content=\"telephone=no,email=no,address=no\" />\n<title>马斯克的猴子正在推动一场脑机革命，代价是“香蕉奶昔”</title>\n<style type=\"text/css\">\na,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,\nem,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,\nobject,ol,output,p,pre,q,ruby,s,samp,section,small,span,strike,strong,sub,summary,sup,table,tbody,td,tfoot,th,thead,time,tr,tt,u,ul,var,video{ font:inherit;margin:0;padding:0;vertical-align:baseline;border:0 }\nbody{ font-size:16px; line-height:1.5; color:#999; background:transparent; }\n.wrapper{ overflow:hidden;word-break:break-all;padding:10px; }\nh1,h2{ font-weight:normal; line-height:1.35; margin-bottom:.6em; }\nh3,h4,h5,h6{ line-height:1.35; margin-bottom:1em; 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height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 11px; color: #7E829C; margin: 0;line-height: 11px;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\n马斯克的猴子正在推动一场脑机革命，代价是“香蕉奶昔”\n</h2>\n\n<h4 class=\"meta\">\n\n\n2022-12-02 11:06 北京时间&nbsp;&nbsp;&nbsp;<a href=https://mp.weixin.qq.com/s?__biz=MzI3ODg4ODEwMA==&mid=2247524347&idx=1&sn=b2e61824c0a62ec065c1888f72605f3a&chksm=eb52f430dc257d26bf55f50a24c7903f8062fd3d1ab9c75df499daa678473db6f1f6ee72c2f5&mpshare=1&scene=23&srcid=1202Ey6qC9jgexAb6zp58Y88&sharer_sharetime=1669941331728&sharer_shareid=00a55b671777cf0e253d4693000ead51#rd><strong>硅星人</strong></a>\n\n\n</h4>\n\n</header>\n<article>\n<div>\n<p>脑机接口的革命，来得实在太快了。马斯克在硅谷举行的Neuralink沟通会上透露：首款脑机接口产品，名为N1，最快6个月内就可以启动人类测试。“为了我们的首次临床测试，我们正在非常努力地加紧各项工作准备，”马斯克轻描淡写地表示。“我们绝大部分的文书资料已经提交到了 FDA。我们估计大约再过6个月时间，大家就可以看到 Neuralink 装到人的脑袋上了。”Neuralink 拟推出的 N1 脑机...</p>\n\n<a href=\"https://mp.weixin.qq.com/s?__biz=MzI3ODg4ODEwMA==&mid=2247524347&idx=1&sn=b2e61824c0a62ec065c1888f72605f3a&chksm=eb52f430dc257d26bf55f50a24c7903f8062fd3d1ab9c75df499daa678473db6f1f6ee72c2f5&mpshare=1&scene=23&srcid=1202Ey6qC9jgexAb6zp58Y88&sharer_sharetime=1669941331728&sharer_shareid=00a55b671777cf0e253d4693000ead51#rd\">Web Link</a>\n\n</div>\n\n\n</article>\n</div>\n</body>\n</html>\n","type":0,"thumbnail":"https://static.tigerbbs.com/a370dedf78ec8709f7980cc3b5d33703","relate_stocks":{"TSLA":"特斯拉"},"source_url":"https://mp.weixin.qq.com/s?__biz=MzI3ODg4ODEwMA==&mid=2247524347&idx=1&sn=b2e61824c0a62ec065c1888f72605f3a&chksm=eb52f430dc257d26bf55f50a24c7903f8062fd3d1ab9c75df499daa678473db6f1f6ee72c2f5&mpshare=1&scene=23&srcid=1202Ey6qC9jgexAb6zp58Y88&sharer_sharetime=1669941331728&sharer_shareid=00a55b671777cf0e253d4693000ead51#rd","is_english":false,"share_image_url":"https://static.laohu8.com/e9f99090a1c2ed51c021029395664489","article_id":"1137562033","content_text":"脑机接口的革命，来得实在太快了。马斯克在硅谷举行的Neuralink沟通会上透露：首款脑机接口产品，名为N1，最快6个月内就可以启动人类测试。“为了我们的首次临床测试，我们正在非常努力地加紧各项工作准备，”马斯克轻描淡写地表示。“我们绝大部分的文书资料已经提交到了 FDA。我们估计大约再过6个月时间，大家就可以看到 Neuralink 装到人的脑袋上了。”Neuralink 拟推出的 N1 脑机接口（内部构造）   图片来源：Neuralink香蕉奶昔，赛博朋克的第一生产力整场发布会看下来，硅星人有一个最核心的感受：如果没有香蕉奶昔（banana smoothie），这场脑机接口的革命，恐怕不会来得这么快……为什么这么说呢？大家可能知道Neuralink这家公司过去以来一直是用猴子和猪等动物进行实验的。有名有姓的猴子，就有至少8只，没名字的预备役更是数不胜数。但是根据规定，Neuralink不能强迫它们参与配合实验……更何况，早在启动活体实验的初期Neuralink就已经明白一个道理：强扭的瓜不甜。让这些猴子做实验哪怕它们有一点被迫、不情愿，对实验效果都会有影响。于是Neuralink 开发出了一套“自愿参与”原则的激励方案：只要来做实验，就有无限量的香蕉奶昔供应！图片来源：Neuralink具体来说，就像条件反射那样，Neuralink 的饲养工作人员参与设计了一套强化机制：每当猴子参与了当前的实验，完成了一次操作，就会得到香蕉奶昔……这样，越做实验，喝的越爽。久而久之，就形成了刺激强化的反馈机制。下图你可以看到，这些猴子一边做着实验，一边从面前的管子里嘬着饮料。简直可以说是：高高兴兴做实验，开开心心喝奶昔……这样的反馈机制，在 Neuralink 最近两年的研发工作中，扮演了相当重要的角色。首先来看下面这个脑控光标的实验：图片来源：Neuralink（虽然看起来猴子都会打字了，然而并非如此，猴子怎么可能懂英语呢？）下一个键要按什么，实验工作人员早就设计好了，会在猴子面前 MacBook 的虚拟键盘上，会以黄色显眼的方式注明。而在激励机制的作用下，只要猴子通过意念脑控光标“移动”到下一个要按的键上，并发出“按下”的信号，管子里就会流出香甜可口的香蕉奶昔……在对于甜品的渴望驱使下，猴子打出了这么一句话：搞点夜点心切切吧 (can i please have snacks)……图片来源：Neuralink但 Neuralink 并不满足于让猴子用光标打字。毕竟它的阶段性目标之一，是让（瘫痪）的人们可以通过脑机信号来操控包括手机在内的常用电子设备。所以，这家公司的猴子大军，正在香蕉奶昔的驱动下，做着各种各样的训练工作，包括并不限于：点按和拖拽滑动输入手写手势识别等等……图片来源：Neuralink以手写为例：“一开始还是虚拟键盘。现在我们已经可以直接用脑机界面来读取信号，结合画面中的图形，和训练得到的信号模式，来精准地判断猴子在屏幕上写的是什么字”，一位 Neuralink 技术专家透露。这样下去，猴子恐怕真要“学会”写字、拼词了？以及，香蕉奶昔还能刺激猴子自己去给脑机接口充电！这样简直是给 Neuralink 的工作人员，省了大麻烦了……具体机制是这样设计的：他们将一棵树做成了“奶茶店”，然后把充电板放在了装饰的树杈里：图片来源：Neuralink这样，只要猴子想喝香蕉奶昔了，就会跑过去嘬管子。结果它的脑袋会正好对准充电板，一边喝饮料，一边充电。这设计，脑回路实在是很有意思！图片来源：Neuralink这场发布会的各嘉宾发言，总的来说给硅星人一个感觉，就是：我们在实验中遇到了一个技术问题 → 想了很多办法都解决不了 → 哎最后还得香蕉大法 → 没办法香蕉它真的管用啊！没想到实现赛博朋克，香蕉奶昔竟成了第一生产力……（期待回头 Neuralink 实现产品多元化，推出自主品牌的香蕉奶昔……）图片来源：Concord Food从香蕉奶昔，到猴脑的可塑性当然，除了香蕉之外，Neuralink也在用一些更加“正经”和更“高科技”的刺激方式，来训练出更厉害的猴子，好让它们转而更好地训练 Neuralink 开发下一代脑机接口产品需要的各种信号解码器、算法模型、测试工具等等。而在下面这个例子中，Neuralink 就是利用了更复杂的刺激方法。这家公司有两个阶段性目标，刚才提到了一个，也即帮助（瘫痪）人士获得运动功能。而另一个阶段性目标，则是视觉义体：通过外部设备+脑机接口的方式，帮助那些一直生活在黑暗中的视障人士，重获光明。绝大多数视障者，问题都出在眼球里，他们的视神经，大脑中的视觉皮层，很有可能仍然是完好的。于是 Neuralink 希望能够用脑机接口的方式，通过外置传感器（摄像头）来将信号直接传入视觉皮层，从而让失明者重获光明。为了实现这个目标，Neuralink 在猴子的猴脑视觉皮层部位开了颅，装了脑机接口进去。图片来源：Neuralink然而这次的工作更为复杂：不再是读取脑信号控制外设这种简单的逻辑，而是完全反过来，从外部获取的视觉内容，将它编译为原始的脑神经信号，传回到大脑里。猴子不是人，没有办法告诉实验人员自己看到了还是没看到、看到了什么东西。于是，Neuralink 又设计了一套新的刺激机制（逆相关reverse correlation，神经科学常用的方法）：图片来源：Neuralink1）用脑机接口输入的人工干预信号，刺激猴子的眼球进行移动（比如可以简单理解为）；2）用外置的眼球追踪设备，验证实际的眼球移动矢量，是否与人工信号相符；3）当结果相符的时候，使用香蕉奶昔进行激励。如下图所示：绿色线代表眼球的移动路径，闪现的白点作为对照。你会看到，猴子的眼球突然朝着没有出现白点的位置移动，正是因为通过脑机接口收到了人工干预的信号。最一开始，眼球的移动矢量和人工信号的相符的程度并不高。然而有趣的是，随着测试时间变长，次数增加，猴子越做越熟练，符合程度越来越高。图片来源：Neuralink大脑是指一种具有可塑性的组织，简单来说也即大脑内部的突触、神经元之间的连接可以由于学习和经验的影响建立新的连接，从而影响个体的行为。Neuralink 团队正是寄希望于这种可塑性，通过不断的训练来让猴子在外界信号的辅助下，获得一种非原生的低维视觉。而如果将这种技术的应用规模进一步扩容，让信号的复杂程度变高，从单一的矢量，升级为线、面、形状、颜色，让像素数量进一步增加……那样，不就能够让那些失明的人，重获视觉了吗？想法是伟大的，前景是乐观的。然而挑战仍然重重，还有很多技术门槛需要跨越。Neuralink 提供了一张模拟图。它展示了在不远的未来，通过Neuralink脑机接口的视觉义体技术，大致能够获得的视觉（注意这并不是真实图片，只是模拟的效果）。在一个理想的视觉义体套件中，通过一个安装在眼部高度的摄像机获取图像，传入手机进行信号处理，再通过脑机接口传输到大脑中的视觉皮层。图片来源：Neuralink这不禁令我想起了《赛博朋克2077》。在游戏中，主角拿到的头两件赛博义体（cyberware）之一，就是视觉义体 Kiroshi Optics。有了它，主角在正常视觉的基础上，还获得了扫描电子器件并对其进行黑客攻击的能力……图片来源：TriggerStudio/CD PROJEKT RED/Netflix回到现实世界，视觉义体暂时还没有在游戏里那么酷。麻省理工科技评论的一位生物科技作者写道指出，“马斯克宣称义体能够‘恢复’视觉——也许在很久以后的未来才能实现。能够通过义体产生的视觉并不是你和我所拥有的视觉。它更像是点状的光斑，也许能够通过组合的方式来形成一种简单的显示效果，就像老式的灯泡记分牌那样。”图片来源：@antonioregalado图片来源：MERIT即便如此，让失明者重获光明，仍然是一项有着重大意义的技术使命。当然，赛博朋克作为一种文化的诸多优秀文艺作品，也为人类过于依赖科技的未来敲响警钟。尽管Neuralink掀起的这场脑机接口技术革命令人兴奋神往，它的诸多风险仍然不可小觑。在过去一年时间里，Neuralink 也在加紧提高技术安全性，更重要的是确保使用者的生命安全。该公司的努力包括：开发了在实验室环境下，用于测试工作的，对人脑组织进行替代的技术，比如使用培养皿培植的皮质细胞进行电极测试（下图）。“最终目标是在未来产品研发和测试中，降低甚至完全消除对活体动物和临床试验者的需要，”一位 Neuralink 专家表示。图片来源：Neuralink开发了无需在脑膜 (dura) 上开创，直接在脑膜外进行电极植入的机器人手术技术（在脑膜上开创会导致恢复过程中生成大量组织，覆盖包裹住接口设备，容易带来感染隐患，并且非常不便于后期设备维护）图片来源：Neuralink将向上兼容能力（可升级性 upgradability）作为技术研发的核心原则之一。正如前一条，在颅骨上开一个硬币大小的口子，就算尽力控制创口，仍然会面临后期愈合而产生的组织的问题，对设备的后期移除带来巨大困难。升级硬件困难，所以硬件必须最大限度保证软件升级的能力。“毕竟没人想像每年换一台 iPhone 那样换脑机接口，最好的就是一步到位，”马斯克说到。现实世界中，这场赛博朋克的革命的第一把火，看来也已经点燃了。没准将来的 Neuralink，能够成为像“荒坂” 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