我们可能都没有意识到，AI 硬件已经得到广泛的应用：我们的手机、智能音箱等设备都已经配备了 AI 硬件。AI 硬件不止于此，还有云端的通用 AI 加速器、更专门化的硬件，以及更前瞻的类脑计算芯片。本期节目我们请到了硬件研究的专家孙超来和我们聊一聊 AI 硬件发展的趋势。
本期内容包括：
- AI 加速器主要指什么——机器学习神经网络
- 语音助手的关键词识别
- 机器学习的训练和推理
- 云端的训练
- 开发和制造 AI 加速器的主要公司
- 谷歌 TPU 的设计
- AI 芯片和 GPU 比较
- 更专门化的芯片
- 基于 DSP 的 AI 芯片
- “类脑计算“——SNN
- 市场格局
- 中国的发展情况
- AI加速器研发人员需要的技能
嘉宾：孙超
主播：斯图亚特
剪辑：斯图亚特
片头片尾音乐
Exzel Music Publishing (freemusicpublicdomain.com)
Licensed under Creative Commons: By Attribution 3.0
http://creativecommons.org/licenses/by/3.0/
Courante 1st Cello Suite
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