Week - 1 |
Introduction to AI processors |
Week - 2 |
Basics of Neural Network |
Week - 3 |
Basic of Deep Learning |
Week - 4 |
Operational Principle of Deep Learning Hardware Accelerator |
Week - 5 |
Hardware Architecture of DNN processors |
Week - 6 |
Principle of Spike Neural Network |
Week - 7 |
Hardware Architecture of SNN processors |
Week - 8 |
Mixed-Signal Computing Paradigms |
Week - 9 |
Cutting-edge technologies of AI SoCs |
Week - 10 |
Chip Implementation |
Week - 11 |
Efficient Processing of Deep Neural Networks |
Week - 12 |
Learning in Energy-Efficient Neuromorphic Computing |
Week - 13 |
Smart Algorithm and Architecture Co-Design |
Week - 14 |
Hardware Implementation and Verification of Design Smart Algorithm via FPGA |