Tutorial 4: HBM System and Architecture for AI applications
![Tutorial 4: HBM System and Architecture for AI applications](https://i.ytimg.com/vi/A-Xd5KMMFGA/hq720.jpg?sqp=-oaymwE7CK4FEIIDSFryq4qpAy0IARUAAAAAGAElAADIQj0AgKJD8AEB-AH-CYAC0AWKAgwIABABGGUgXChbMA8=&rs=AOn4CLCB4xoupncSiogLJG4RBYqXN6KcjA)
Tutorial 4: HBM System and Architecture for AI applicationsSpeakers: Manish Jain and Nikhil Raghavendra Rao (Rambus)Tutorial Abstract: Artificial in
![](https://i.ytimg.com/vi/BBGIPmGB7mQ/sddefault.jpg?v=642d69c8)
PIM Course: Lecture 5: Real-world PIM: Samsung HBM-PIM (Spring 2023)
![](https://www.xilinx.com/content/xilinx/en/products/silicon-devices/acap/versal-hbm/_jcr_content/root/imageTabParsys/childParsys-productAdvantages/xilinxcolumns/childParsys-1/xilinximage_1fdf.img.jpg/1702602909414.jpg)
Versal HBM Series
![](https://www.mdpi.com/micromachines/micromachines-13-00052/article_deploy/html/images/micromachines-13-00052-g001-550.jpg)
Micromachines, Free Full-Text
![](https://semiengineering.com/wp-content/uploads/Fig01_Rambus_HBMstack.png)
High-Bandwidth Memory (HBM) - Semiconductor Engineering
![](https://www.xilinx.com/content/xilinx/en/developer/articles/maximizing-memory-bandwidth-with-vitis-and-xilinx-ultrascale-hbm-devices/_jcr_content/root/parsys/xilinximage_394450161.img.png/1569899123211.png)
Basic Tutorial for Maximizing Memory Bandwidth with Vitis and Xilinx UltraScale+ HBM Devices
![](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b5/High_Bandwidth_Memory_schematic.svg/800px-High_Bandwidth_Memory_schematic.svg.png)
High Bandwidth Memory - Wikipedia
![](https://static.tweaktown.com/news/1x1/94632_nvidia-will-use-hbm3e-in-q1-2024-on-hopper-h200-ai-gpu-hbm4-is-coming-2026.png)
NVIDIA to soak up most HBM supply for its AI GPUs, HBM4 is coming in 2026
![](https://d3i71xaburhd42.cloudfront.net/3ef01d6fc00762d9183dc57356dea6869c45a061/1-Figure1-1.png)
Processing-in-memory in High Bandwidth Memory (PIM-HBM) Architecture with Energy-efficient and Low Latency Channels for High Bandwidth System
![](https://cloud.google.com/static/tpu/docs/images/tpu-v4-layout.png)
System Architecture, Cloud TPU
![](https://d3i71xaburhd42.cloudfront.net/a7839ad948ceba6f4748c3209e989962950fe03c/4-Figure4-1.png)
Fast HBM Access with FPGAs: Analysis, Architectures, and Applications
![](https://lenovopress.lenovo.com/assets/images/LP1738/Figure%201.png)
Implementing High Bandwidth Memory and Intel Xeon Processors Max Series on Lenovo ThinkSystem Servers > Lenovo Press
![](https://sagaciousresearch.com/blog/wp-content/uploads/2022/08/HBM-IP-Filing-Trends-Needs-Major-Players-and-Patent-Filings_For-Publishing-scaled.jpg)
HBM IP Filing Trends: Need, Major Players, and Patent Filings
![](https://regmedia.co.uk/2020/11/19/apple_m1_soc_design.jpg?x=648&y=401&infer_y=1)
How Apple's M1 uses high-bandwidth memory to run like the clappers • The Register
![](https://i.ytimg.com/vi/rdNdmwFPZsY/maxresdefault.jpg)
FPL'20: High Bandwidth Memory on FPGAs: A Data Analytics Perspective