Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems

Nonvolatile memory (NVM)-based training-in-memory (TIME) systems have emerged that can process the neural network (NN) training in an energy-efficient manner. However, the endurance of NVM cells is disappointing, rendering concerns about the lifetime of TIME systems, because the weights of NN models...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Lin, Yujun, Han, Song
অন্যান্য লেখক: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
বিন্যাস: প্রবন্ধ
প্রকাশিত: IEEE 2021
অনলাইন ব্যবহার করুন:https://hdl.handle.net/1721.1/129440