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Neuromorphic Computing and Beyond

This book discusses and compares several new trends that can be used to overcome Moore's law limitations, including Neuromorphic;

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Neuromorphic Computing and Beyond

This book discusses and compares several new trends that can be used to overcome Moore's law limitations, including Neuromorphic;

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Neuromorphic Computing Principles and Organization

This book focuses on neuromorphic computing principles and organization and how to build fault-tolerant scalable hardware for large and;

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Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing

Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing summarizes advances in the development of photo;

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Neuromorphic Cognitive Systems

This book presents neuromorphic cognitive systems from a learning and memory-centered perspective. It illustrates how to build a system;

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Learning in Energy-Efficient Neuromorphic Computing - Algorithm and Architecture Co-Design

to low-level implementation details, Learning in Energy-Efficient Neuromorphic Computing: Algorithm and Architecture Co-Design also covers;

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Atomic-Scale Electronics Beyond CMOS

This book explores emerging topics in atomic- and nano-scale electronics after the era of Moore's Law, covering both the physical;

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Thinking Machines

Thinking Machines: Machine Learning and Its Hardware Implementation covers the theory and application of machine learning, neuromorphic;

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Fundamentals of Organic Neuromorphic Systems

research in organic memristive devices: fabrication techniques, properties, synapse mimicking circuits, and neuromorphic systems (including;

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Neuromorphic Olfaction

A neuromorphic approach to artificial olfaction in robots Reactive and cognitive search strategies for olfactory robots The;

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New Memory Paradigms: Memristive Phenomena and Neuromorphic Applications

Atomically scaled smart devices, artificial intelligence, neuromorphic functions, alternative logic operations and computing, new memory;

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Neuromorphic Photonics

Photonics explores candidate interconnection architectures and devices for integrated neuromorphic networks, along with key functionality such as;

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Neuromorphic Engineering

The book presents the field of neuromorphic engineering from the perspectives of the scientist, the algorithm designer, and the computer;

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Memristor Networks

information storage, neuromorphic circuits and programmable electronics. Memristor Networks focuses on the design, fabrication, modelling of and;

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Event-Based Neuromorphic Systems

sensors and processors. Event-based neuromorphic systems are inspired by the brain's efficient data-driven communication design, which is key to;

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Advances in Non-volatile Memory and Storage Technology

ferroelectric memories, MRAM technologies, and 3D memory. Finally, to further widen the discussion on the applications space, neuromorphic computing;

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Neural-Network Simulation of Strongly Correlated Quantum Systems

in simulating static and dynamical behavior of quantum systems. Particularly promising candidates are neuromorphic realizations based on analog;

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Neural-Network Simulation of Strongly Correlated Quantum Systems

in simulating static and dynamical behavior of quantum systems. Particularly promising candidates are neuromorphic realizations based on analog;

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High Performance Computing for Big Data

, life science, neural networks, and neuromorphic engineering. The book is organized into two main sections. The first section covers Big;

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High Performance Computing for Big Data

, life science, neural networks, and neuromorphic engineering. The book is organized into two main sections. The first section covers Big;

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VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing Paradigms

, neuromorphic and brain-inspired, biologically-inspired, approximate computing systems.;

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Memristors for Neuromorphic Circuits and Artificial Intelligence Applications

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Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications

, and in neuromorphic circuits and artificial intelligence. The book is mainly devoted to recent results, critical aspects and perspectives;

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Form Versus Function Theory and Models for Neuronal Substrates

implemented on synthetic neuromorphic circuits, paving the way for future applications in machine learning and cognitive computing, for example as;

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Resistive Switching

such as memories, memristors, and switches for logic and neuromorphic computing circuits beyond the von Neumann concept.;

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Neuromorphic Circuits for Nanoscale Devices

. Neuromorphic Circuits for Nanoscale Devices contains recent research papers presented in various international conferences and journals to provide;

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Advances in Big Data

-inspired and brain-inspired algorithms); implementations on different computing platforms (e.g. neuromorphic, graphics processing units (GPUs;

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