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ISSCC$$ 2023
SESSION&13
Ideas&for&the&Future
13.1: Crystalline Oxide Semiconductor-based 3D Bank Memory System for Endpoint Artificial Intelligence with Multiple Neural Networks
Facilitating Context Switching and Power Gating
© 2023 IEEE
International Solid-State Circuits Conference
1 of 40
Crystalline Oxide Semiconductor-based
3D Bank Memory System for Endpoint Artificial
Intelligence with Multiple Neural Networks
Facilitating Context Switching and Power Gating
Yuto Yakubo
1
, Kazuma Furutani
1
, Kouhei Toyotaka
1
, Haruki Katagiri
1
,
Masashi Fujita
1
, Munehiro Kozuma
1
, Yoshinori Ando
1
,
Yoshiyuki Kurokawa
1
, Toru Nakura
2
, Shunpei Yamazaki
1
1
Semiconductor Energy Laboratory, Atsugi, Japan
2
Fukuoka University, Fukuoka, Japan
13.1: Crystalline Oxide Semiconductor-based 3D Bank Memory System for Endpoint Artificial Intelligence with Multiple Neural Networks
Facilitating Context Switching and Power Gating
© 2023 IEEE
International Solid-State Circuits Conference
2 of 40
Outline
Introduction
Endpoint AI
Oxide Semiconductor (OS) FET
Concept for Endpoint AI Chip Using OS Technology
3D Bank Memory System
OS Flip-Flop (OS-FF), OS Memory, AI Accelerator (ACC)
Instant Context Switching
Measurement Results & Discussion
Conclusion
13.1: Crystalline Oxide Semiconductor-based 3D Bank Memory System for Endpoint Artificial Intelligence with Multiple Neural Networks
Facilitating Context Switching and Power Gating
© 2023 IEEE
International Solid-State Circuits Conference
3 of 40
Introduction
Endpoint AI (Edge AI)
Cloud
Server,
gateway
IoT,
mobile,
camera,
etc.
Edge AI
Endpoint AI
Cloud AI
13.1: Crystalline Oxide Semiconductor-based 3D Bank Memory System for Endpoint Artificial Intelligence with Multiple Neural Networks
Facilitating Context Switching and Power Gating
© 2023 IEEE
International Solid-State Circuits Conference
4 of 40
Introduction
・ Small chip size
・ Low power
・ Highly flexible AI
(Multiple neural networks)
Large-scale local memory
Requirements
Endpoint AI Chip
Memory area
Stand-by power
Neural Network 2
Neural Network 1
Neural Network 1
Neural Network 2
High Risk!
Periodic switching
Concerns
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