Handbook of neural engineering / edited by Metin Akay.

Format:

Book

Contributor:

Akay, Metin.

Alumni and Friends Memorial Book Fund.

Language:

English

Subjects (All):

Computational neuroscience.

Biomedical engineering.

Neural networks (Neurobiology).

Neural networks (Computer science).

Nervous system--Computer simulation.

Nervous system.

Physical Description:

xvi, 662 pages : illustrations ; 26 cm

Place of Publication:

Hoboken, N.J. : Wiley, [2007]

Summary:

* Neurorobotics and neural rehabilitation engineering-the recent developments in the areas of biorobotic system, biosonar head, limb kinematics, and robot-assisted activity to improve the treatment of elderly subjects at the hospital and home, as well as the interactions of the neuron chip, neural information processing, perception and neural dynamics, learning memory and behavior, biological neural networks, and neural control

Contents:

Part I Neural Signal and Image Processing and Modeling

Chapter 1 Optimal Signal Processing for Brain-Machine Interfaces / Justin C. Sanchez, Jose C. Principe 3

Chapter 2 Modulation of Electrophysiological Activity in Neural Networks: Toward a Bioartificial Living System / Laura Bonzano, Alessandro Vato, Michela Chiappalone, Sergio Martinoia 29

Chapter 3 Estimation of Posterior Probabilities with Neural Networks: Application to Microcalcification Detection in Breast Cancer Diagnosis / Juan Ignacio Arribas, Jesus Cid-Sueiro, Carlos Alberola-Lopez 41

Chapter 4 Identification of Central Auditory Processing Disorders by Binaurally Evoked Brainstem Responses / Daniel J. Strauss, Wolfgang Delb, Peter K. Plinkert 59

Chapter 5 Functional Characterization of Adaptive Visual Encoding / Nicholas A. Lesica, Garrett B. Stanley 81

Chapter 6 Deconvolution of Overlapping Auditory Brainstem Responses Obtained at High Stimulus Rates / O. Ozdamar, R. E. Delgado, E. Yavuz, N. Acikgoz 101

Chapter 7 Autonomic Cardiac Modulation at Sinoatrial and Atrioventricular Nodes: Observation and Models / S. Ward, R. Shouldice, C. Heneghan, P. Nolan, G. McDarby 111

Chapter 8 Neural Networks and Time-Frequency Analysis of Surface Electromyographic Signals for Muscle Cerebral Control / Bruno Azzerboni, Maurizio Ipsale, Fabio La Foresta, Francesco Carlo Morabito 131

Chapter 9 Multiresolution Fractal Analysis of Medical Images / Khan M. Iftekharuddin, Carlos Parra 157

Chapter 10 Methods for Neural-Network-Based Segmentation of Magnetic Resonance Images / Lia Morra, Silvia Delsanto, Fabrizio Lamberti 173

Chapter 11 High-Resolution EEG and Estimation of Cortical Activity for Brain-Computer Interface Applications / F. Cincotti, M. Mattiocco, D. Mattia, F. Babiloni, L. Astolfi 193

Chapter 12 Estimation of Cortical Sources Related to Short-Term Memory in Humans with High-Resolution EEG Recordings and Statistical Probability Mapping / L. Astolfi, D. Mattia, F. Babiloni, F. Cincotti 201

Chapter 13 Exploring Semantic Memory Areas by Functional MRI / G. Rizzo, P. Vitali, G. Baselli, M. Tettamanti, P. Scifo, S. Cerutti, D. Perani, F. Fazio 211

Part II Neuro-Nanotechnology: Artificial Implants and Neural Protheses

Chapter 14 Restoration of Movement by Implantable Neural Motor Prostheses / Thomas Sinkjaer, Dejan B. Popovic 227

Chapter 15 Hybrid Olfactory Biosensor Using Multichannel Electroantennogram: Design and Application / John R. Hetling, Andrew J. Myrick, Kye-Chung Park, Thomas C. Baker 243

Chapter 16 Reconfigurable Retina-Like Preprocessing Platform for Cortical Visual Neuroprostheses / Samuel Romero, Francisco J. Pelayo, Christian A. Morillas, Antonio Martinez, Eduardo Fernandez 267

Chapter 17 Biomimetic Integration of Neural and Acoustic Signal Processing / Rolf Muller, Herbert Peremans 281

Chapter 18 Retinal Image and Phosphene Image: An Analogy / Luke E. Hallum, Spencer C. Chen, Gregg J. Suaning, Nigel H. Lovell 297

Chapter 19 Brain-Implantable Biomimetic Electronics as Neural Prostheses to Restore Lost Cognitive Function / Theodore W. Berger, Ashish Ahuja, Spiros H. Courellis, Gopal Erinjippurath, Ghassan Gholmieh, John J. Granacki, Min Chi Hsaio, Jeff LaCoss, Vasilis Z. Marmarelis, Patrick Nasiatka, Vijay Srinivasan, Dong Song, Armand R. Tanguay, Jr., Jack Wills 309

Chapter 20 Advances in Retinal Neuroprosthetics / Nigel H. Lovell, Luke E. Hallum, Spencer C. Chen, Socrates Dokos, Philip Byrnes-Preston, Rylie Green, Laura Poole-Warren, Torsten Lehmann, Gregg J. Suaning 337

Chapter 21 Towards a Cultured Neural Probe: Patterning of Networks and their Electrical Activity / W. L. C. Rutten, T. G. Ruardij, E. Marani, B. H. Roelofsen 357

Chapter 22 Spike Superposition Resolution in Multichannel Extracellular Neural Recordings: A Novel Approach / Karim Oweiss, David Anderson 369

Chapter 23 Toward a Button-Sized 1024-Site Wireless Cortical Microstimulating Array / Maysam Ghovanloo, Khalil Najafi 383

Chapter 24 Practical Considerations in Retinal Neuroprosthesis Design / Gregg J. Suaning, Luke E. Hallum, Spencer Chen, Philip Preston, Socrates Dokos, Nigel H. Lovell 401

Part III Neurorobotics and Neural Rehabilation Engineering

Chapter 25 Interfacing Neural and Artificial Systems: From Neuroengineering to Neurorobotics / P. Dario, C. Laschi, A. Menciassi, E. Guglielmelli, M. C. Carrozza, S. Micera 421

Chapter 26 Neurocontroller for Robot Arms Based on Biologically Inspired Visuomotor Coordination Neural Models / E. Guglielmelli, G. Asuni, F. Leoni, A. Starita, P. Dario 433

Chapter 27 Muscle Synergies for Motor Control / Andrea d'Avella, Matthew Tresch 449

Chapter 28 Robots with Neural Building Blocks / Henrik Hautop Lund, Jacob Nielsen 467

Chapter 29 Decoding Sensory Stimuli from Populations of Neurons: Methods for Long-Term Longitudinal Studies / Guglielmo Foffani, Banu Tutunculer, Steven C. Leiser, Karen A. Moxon 481

Chapter 30 Model of Mammalian Visual System with Optical Logic Cells / J. A. Martin-Pereda, A. Gonzalez Marcos 495

Chapter 31 CNS Reorganization during Sensory-Supported Treadmill Training / I. Cikajlo, Z. Matjacic, T. Bajd 509

Chapter 32 Independent Component Analysis of Surface EMG for Detection of Single Motoneurons Firing in Voluntary Isometric Contraction / Gonzalo A. Garcia, Ryuhei Okuno, Kenzo Akazawa 519

Chapter 33 Recent Advances in Composite AEP/EEG Indices for Estimating Hypnotic Depth During General Anesthesia? / Erik Weber Jensen, Pablo Martinez, Hector Litvan, Hugo Vereecke, Bernardo Rodriguez, Michel M. R. F. Struys 535

Chapter 34 ENG Recording Amplifier Configurations for Tripolar Cuff Electrodes / I. F. Triantis, A. Demosthenous, M. S. Rahal, N. Donaldson 555

Chapter 35 Cable Equation Model for Myelinated Nerve Fiber / P. D. Einziger, L. M. Livshitz, J. Mizrahi 569

Chapter 36 Bayesian Networks for Modeling Cortical Integration / Paul Sajda, Kyungim Baek, Leif Finkel 585

Chapter 37 Normal and Abnormal Auditory Information Processing Revealed by Nonstationary Signal Analysis of EEG / Ben H. Jansen, Anant Hegde, Jacob Ruben, Nashaat N. Boutros 601

Chapter 38 Probing Oscillatory Visual Dynamics at the Perceptual Level / H. Fotowat, H. Ogmen, H. E. Bedell, B. G. Breitmeyer 615

Chapter 39 Nonlinear Approaches to Learning and Memory / Klaus Lehnertz 627

Chapter 40 Single-Trial Analysis of EEG for Enabling Cognitive User Interfaces / Adam D. Gerson, Lucas C. Parra, Paul Sajda 635.

Notes:

Includes bibliographical references and index.

Local Notes:

Acquired for the Penn Libraries with assistance from the Alumni and Friends Memorial Book Fund.

ISBN:

9780470056691

047005669X

OCLC:

72868210