Finals

Paper Review

Description：近5年(2020-2024) 芯片相关英文paper取1-2篇做review，需要涵盖背景知识

Suggested Topics:

以下给出一些较为或经典或前沿的方向和论文参考

• AI Accelerator:

  • fused-layer CNN accelerators
  • eyeriess
  • Google TPU

  Large Language Models related:

  • Attention Acceleration
  • CPU and GPU’s Collaborative Acceleration
  • SSM Acceleration on FPGA

• GPGPU:

  • GPU Performance and Power Estimating

• Secure Hardware Architecture:

  • Zero Knowledge Prove

• Traditional CPU Architecture:

  • Branch Prediction
  • Memory Controller

• Process in Memory:

  • Pathfinding Future PIM Architectures by Demystifying a Commercial PIM Technology
  • Analog Compute in Memory Circuit Design 2021
  • Digital Compute in Memory Circuit Design 2024

• Optical Architecture:

  • Paper1
  • Paper2
  • Paper3
  • Paper4

• Novel Communication algorithm

  • Novel Demodulation Method
  • Hardware Implement of Novel Decoder

• Other Interesting Topics: Quantum Computing, etc.