Selected topics in intelligent chips with emerging devices, circuits and systems /
Memristors have provided a new direction of thinking for circuit designers to overcome the limits of scalability and for thinking of building systems beyond Moore⁰́₉s law. Over the last decade, there has been a significant number of innovations in using memristors for building neural networks throug...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
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[United States] :
River Publishers,
[2022]
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| Series: | Tutorials in circuits and systems.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | Memristors have provided a new direction of thinking for circuit designers to overcome the limits of scalability and for thinking of building systems beyond Moore⁰́₉s law. Over the last decade, there has been a significant number of innovations in using memristors for building neural networks through analog computing, in-memory computing, and stochastic computing approaches. The emergence of intelligent integrated circuits is inevitable for the future of integrated circuit applications. This book provides a collection of talks conducted as part of the IEEE Seasonal School on Circuits and System, having a focus on Intelligence in Chip: Tomorrow of Integrated Circuits. Technical topics discussed in the book include: ⁰́Ø Edge of Chaos Theory Explains Complex Phenomena in Memristor Circuits ⁰́Ø Analog Memristive Computing ⁰́Ø Designing energy efficient neo-cortex system with on-device learning ⁰́Ø Integrated sensors ⁰́Ø Challenges and recent advances in NVM based Neuromorphic Computing ICs ⁰́Ø In-memory Computing (for deep learning) ⁰́Ø Deep learning with Spiking Neural Networks ⁰́Ø Computational Intelligence for Designing Integrated Circuits and Systems ⁰́Ø Neurochip Design, Modeling, and Applications. |
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| Physical Description: | 1 online resource. |
| ISBN: | 9788770227643 8770227640 9781003388517 1003388515 9781000873764 1000873765 9781000873757 1000873757 |