ESSCIRC2020 W07: Edge AI and In-Memory-Computing for energy efficient AIoT solutions (video+slides)

test_account · 发表于 2020-9-17 07:45:25

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本帖最后由 test_account 于 2020-9-18 04:23 编辑

7. WORKSHOP | Edge AI and In-Memory-Computing for energy efficient AIoT solutions

Chairs: Andreas Burg (EPFL) and Marian Verhelst (KU Leuven)

Full content duration ~6h

a) Introduction Into In-Memory Computing and Efficient AI Processing at the Edge

Jae-sun Seo (Arizona State University, USA)

b) Mixed-signal processing opportunities for AI

Boris Murmann (Stanford University, USA)

c) Computational-SRAM: A Low-Latency & Energy-Efficient Vector Processing for Edge AI applications

Maha Kooli (CEA-LETI, France)

d) Co-Designing Memory Technology and ML Models for the Edge

Paul Whatmough (arm Research, UK)

e) Compute-in-Memory for Deep Learning Accelerator: Challenges and Prospects

Shimeng Yu (Georgia Tech. USA)

f) Novel memory devices tailored to Analog in-Memory Computing for Neural Network inference

Stefan Cosemans (imec, Belgium)

g) In-memory Computing: from fundamentals to complete architectures

Naveen Verma (Princeton University, USA)

h) 3D Integration and Nano-Technologies for Higher Performance Artificial Intelligence Systems

Volkan Özgüz (Sabanci University, Turkey)

i) AI hardware acceleration-from cloud to edge

Kyu-hyoun Kim (IBM, USA)

j) An Industrial perspective on AI@Edge with elements of In-Memory Compute as system and technology co-optimization opportunities

Giuseppe Desoli & Nitin Chawla (STMicroelectronics, Italy)

test_account · 发表于 2020-9-17 12:24:42

Enjoy!

smrecnik · 发表于 2020-9-17 14:04:50

thanks for sharing

pdauser1002 · 发表于 2020-9-17 14:21:39

非常感谢。
期待g,h,i,j.

test_account · 发表于 2020-9-17 19:29:10

Missing parts:

test_account · 发表于 2020-9-17 19:34:37

Part 7g

test_account · 发表于 2020-9-17 21:16:50

本帖最后由 test_account 于 2020-9-18 03:00 编辑

Part 7g

7g.part1.rar (32 MB, 下载次数: 61 )

7g.part2.rar (32 MB, 下载次数: 61 )

7g.part4.rar (9.58 MB, 下载次数: 57 )

7g.part3.rar (32 MB, 下载次数: 59 )

test_account · 发表于 2020-9-17 23:27:54

本帖最后由 test_account 于 2020-9-18 03:00 编辑

Part 7i

7i.part3.rar (32 MB, 下载次数: 51 )

7i.part4.rar (32 MB, 下载次数: 56 )

7i.part5.rar (22.07 MB, 下载次数: 53 )

7i.part2.rar (32 MB, 下载次数: 53 )

7i.part1.rar (32 MB, 下载次数: 52 )

test_account · 发表于 2020-9-17 23:35:06

本帖最后由 test_account 于 2020-9-18 02:59 编辑

Part 7h

7h.part04.rar (32 MB, 下载次数: 53 )

7h.part05.rar (32 MB, 下载次数: 59 )

7h.part06.rar (8.82 MB, 下载次数: 64 )

7h.part03.rar (32 MB, 下载次数: 59 )

7h.part02.rar (32 MB, 下载次数: 56 )

7h.part01.rar (32 MB, 下载次数: 62 )

test_account · 发表于 2020-9-17 23:36:47

本帖最后由 test_account 于 2020-9-18 02:58 编辑

Part 7j

7j.part3.rar (32 MB, 下载次数: 57 )

7j.part4.rar (29.19 MB, 下载次数: 60 )

7j.part2.rar (32 MB, 下载次数: 61 )

7j.part1.rar (32 MB, 下载次数: 57 )

[资料] ESSCIRC2020 W07: Edge AI and In-Memory-Computing for energy efficient AIoT solutions (video+slides)

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[资料] ESSCIRC2020 W07: Edge AI and In-Memory-Computing for energy efficient AIoT solutions​ (video+slides)

马上注册，结交更多好友，享用更多功能，让你轻松玩转社区。

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[资料] ESSCIRC2020 W07: Edge AI and In-Memory-Computing for energy efficient AIoT solutions (video+slides)