NANO-CHIPS 2030: On-Chip AI for an Efficient Data-Driven World [1st ed.] 9783030183370, 9783030183387

Table of contents :
Front Matter ....Pages i-xxiii
The New Era of Nano-chips: Green and Intelligent (Boris Murmann, Bernd Hoefflinger)....Pages 1-7
IRDS—International Roadmap for Devices and Systems, Rebooting Computing, S3S (Bernd Hoefflinger)....Pages 9-17
Real-World Electronics (Bernd Hoefflinger)....Pages 19-30
Silicon Complementary MOS into Its 7th Decade (Bernd Hoefflinger)....Pages 31-39
Nanolithography (Bernd Hoefflinger)....Pages 41-45
The Future of Ultra-Low Power SOTB CMOS Technology and Applications (Nobuyuki Sugii, Shiro Kamohara, Makoto Ikeda)....Pages 47-88
Dealing with the Energy Versus Performance Tradeoff in Future CMOS Digital Circuit Design (Wim Dehaene, Roel Uytterhoeven, Clara Nieto Taladriz Moreno, Bob Vanhoof)....Pages 89-115
Monolithic 3D Integration—An Update (Zvi Or-Bach)....Pages 117-125
Heterogeneous 3D Nano-systems: The N3XT Approach? (Dennis Rich, Andrew Bartolo, Carlo Gilardo, Binh Le, Haitong Li, Rebecca Park et al.)....Pages 127-151
High-Speed 3D Memories Enabling the AI Future (Zvi Or-Bach)....Pages 153-163
3D for Efficient FPGA (Zvi Or-Bach)....Pages 165-180
Digital Neural Network Accelerators (Ulrich Rueckert)....Pages 181-202
Enabling Domain-Specific Architectures with Programmable Devices (Alireza Kaviani)....Pages 203-225
Coarse-Grained Reconfigurable Architectures (Raghu Prabhakar, Yaqi Zhang, Kunle Olukotun)....Pages 227-246
A 1000× Improvement of the Processor-Memory Gap (Zvi Or-Bach)....Pages 247-267
High-Performance Computing Trends (Bernd Hoefflinger)....Pages 269-273
Analog-to-Information Conversion (Boris Murmann, Marian Verhelst, Yiannos Manoli)....Pages 275-292
Machine Learning at the Edge (Marian Verhelst, Boris Murmann)....Pages 293-322
The Memory Challenge in Ultra-Low Power Deep Learning (Francesco Conti, Manuele Rusci, Luca Benini)....Pages 323-349
Multi-sensor Scenarios for Intelligent SOCs (Bernd Hoefflinger)....Pages 351-358
High-Dynamic-Range and Wide Color Gamut Video (Zhichun Lei, Xin Yu, Markus Strobel)....Pages 359-386
Update on Brain-Inspired Systems (Ulrich Rueckert)....Pages 387-403
Energy-Harvesting Applications and Efficient Power Processing (Thorsten Hehn, Alexander Bleitner, Jacob Goeppert, Daniel Hoffmann, Daniel Schillinger, Daniel A. Sanchez et al.)....Pages 405-442
Artificial Retina: A Future Cellular-Resolution Brain-Machine Interface (Dante G. Muratore, E. J. Chichilnisky)....Pages 443-465
Augmented and Virtual Reality (Gordon Wetzstein)....Pages 467-499
Cryogenic-CMOS for Quantum Computing (Edoardo Charbon, Fabio Sebastiano, Masoud Babaie, Andrei Vladimirescu)....Pages 501-525
Quantum Computing (Albert Frisch, Harry S. Barowski, Markus Brink, Peter Hans Roth)....Pages 527-548
Human-Machine Interaction and Cognitronics (Ulrich Rueckert)....Pages 549-562
Efficient System-on-Chip (SOC) for Automated Driving with High Safety (Yutaka Yamada, Katsuyuki Kimura)....Pages 563-575
The Thirties (Boris Murmann, Bernd Hoefflinger)....Pages 577-583
Back Matter ....Pages 585-592