Correlative Learning: A Basis for Brain and Adaptive Systems

✍ Scribed by Zhe Chen, Simon Haykin, Jos J. Eggermont, Suzanna Becker

Publisher: Wiley-Interscience
Year: 2007
Tongue: English
Leaves: 475
Series: Adaptive and Learning Systems for Signal Processing, Communications and Control Series
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Correlative Learning: A Basis for Brain and Adaptive Systems provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers. The book also presents an overview of the role of correlation in the human brain as well as in the adaptive signal processing world; unifies many well-established synaptic adaptations (learning) rules within the correlation-based learning framework, focusing on a particular correlative learning paradigm, ALOPEX; and presents case studies that illustrate how to use different computational tools and ALOPEX to help readers understand certain brain functions or fit specific engineering applications.

📜 SIMILAR VOLUMES

Correlative Learning: A Basis for Brain

📁 Correlative Learning: A Basis for Brain and Adaptive Systems (Adaptive and Learning Systems for Signal Processing, Communications and Control Series)

✍ Zhe Chen, Simon Haykin, Jos J. Eggermont, Suzanna Becker 📂 Library 📅 2007 🏛 Wiley-Interscience 🌐 English

Correlative Learning: A Basis for Brain

📁 Correlative Learning: A Basis for Brain and Adaptive Systems (Adaptive and Learning Systems for Signal Processing, Communications and Control Series)

✍ Zhe Chen, Simon Haykin, Jos J. Eggermont, Suzanna Becker 📂 Library 📅 2007 🏛 Wiley-Interscience 🌐 English

Adaptive Search and the Management of Lo

📁 Adaptive Search and the Management of Logistic Systems: Base Models for Learning Agents

✍ Christian Bierwirth (auth.) 📂 Library 📅 2000 🏛 Springer US 🌐 English

<p>Global competition and growing costumer expectations force indus trial enterprises to reorganize their business processes and to support cost-effective customer services. Realizing the potential savings to be gained by exacting customer-delivery processes, logistics is currently sub ject to inc

Adaptive and Learning-Based Control of S

📁 Adaptive and Learning-Based Control of Safety-Critical Systems

✍ Max Cohen; Calin Belta 📂 Library 📅 2023 🏛 Springer Nature 🌐 English

This book stems from the growing use of learning-based techniques, such as reinforcement learning and adaptive control, in the control of autonomous and safety-critical systems. Safety is critical to many applications, such as autonomous driving, air traffic control, and robotics. As these learning-

Adaptive and Learning-Based Control of S

📁 Adaptive and Learning-Based Control of Safety-Critical Systems

✍ Max Cohen, Calin Belta 📂 Library 📅 2023 🏛 Springer 🌐 English

Adaptive and Learning-Based Control of S

📁 Adaptive and Learning-Based Control of Safety-Critical Systems

✍ Max Cohen, Calin Belta 📂 Library 📅 2023 🏛 Springer 🌐 English

<span>This book stems from the growing use of learning-based techniques, such as reinforcement learning and adaptive control, in the control of autonomous and safety-critical systems. Safety is critical to many applications, such as autonomous driving, air traffic control, and robotics. As these l