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Methods for Neural Ensemble Recordings
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Methods for Neural Ensemble Recordings
Second
Nicolelis
Miguel A. L.
Duke University Medical Center, Durham, North Carolina
CRC Press, Taylor & Francis Group
2008
© 2008 by
Taylor & Francis Group, LLC
Frontiers in Neuroscience
Table of Contents
Series Preface
Preface
Editor
Contributors
1 State-of-the-Art Microwire Array Design for Chronic Neural Recordings in Behaving Animals
Gary Lehew and Miguel A. L. Nicolelis
INTRODUCTION
THE DUCN DESIGN AND FABRICATION APPROACH FOR MULTISITE, CHRONIC NEURAL ENSEMBLE RECORDINGS
THE LAYERED APPROACH
DISCRETELY WIRED APPROACH
BUILDING A LAYERED PCB MICROWIRE ARRAY
BUILDING A DISCRETELY WIRED ARRAY
CONCLUSIONS
REFERENCES
2 Surgical Techniques for Chronic Implantation of Microwire Arrays in Rodents and Primates
Laura M. O. Oliveira and Dragan Dimitrov
INTRODUCTION
DIFFERENCES BETWEEN RODENTS AND PRIMATES PERTINENT TO SURGICAL TECHNIQUE
SURGICAL TECHNIQUES FOR RODENTS
SURGICAL TECHNIQUES FOR PRIMATES
CONCLUSIONS AND FUTURE DIRECTIONS
REFERENCES
3 Technology for Multielectrode MicroStimulation of Brain Tissue
Timothy Hanson, Nathan Fitzsimmons, and Joseph E. O’Doherty
HISTORICAL HIGHLIGHTS OF BRAIN STIMULATION
PRINCIPLES OF CORTICAL MICROSTIMULATION
DESIGN CONSIDERATIONS
HARDWARE IMPLEMENTATION
REFERENCES
4 Strategies for Neural Ensemble Data Analysis for Brain–Machine Interface (BMI) Applications
Miriam Zacksenhouse and Simona Nemets
INTRODUCTION
NEURONAL ENCODING AND TUNING CURVES
NEURONAL MODULATIONS
MOVEMENT PREDICTION
ENSEMBLE ANALYSIS
LINEAR REGRESSION
CONCLUSIONS
REFERENCES
APPENDIX—DERIVATION OF THE VARIANCE RELATIONSHIP
5 Chronic Recordings in Transgenic Mice
Kafui Dzirasa
INTRODUCTION
CONSTRUCTION OF IMPLANT
IMPLANTATION SURGERY
RECORDING PROTOCOL
DATA ANALYSIS
REFERENCES
6 Multielectrode Recordings in the Somatosensory System
Michael Wiest, Eric Thomson, and Jim Meloy
INTRODUCTION
ELECTRODES AND SURGICAL PROCEDURES
MULTICHANNEL RECORDING
SOMATOSENSORY RECORDINGS IN ANESTHETIZED AND BEHAVING ANIMALS
COMBINING ENSEMBLE RECORDINGS WITH REVERSIBLE FOCAL INACTIVATION
NEURAL ENSEMBLE DATA ANALYSIS
CONCLUSION AND OUTLOOK
RESOURCES
REFERENCES
7 Chronic Recording During Learning
Aaron J. Sandler
INTRODUCTION
THE IMPORTANCE OF NEURONAL ENSEMBLES
USING NONHUMAN PRIMATES TO STUDY LEARNING USING CHRONIC RECORDING METHODS
ANALYSIS OF SINGLE UNIT RESPONSE PROPERTIES
ANALYSIS OF NEURAL ENSEMBLE DATA
CONCLUSIONS
REFERENCES
8 Defining Global Brain States Using Multielectrode Field Potential Recordings
Shih-Chieh Lin and Damien Gervasoni
INTRODUCTION
FOREBRAIN DYNAMICS IN DIFFERENT WAKE-SLEEP STATES
STATE-SPACE FRAMEWORK REVEALS GLOBAL BRAIN STATES
GLOBAL BRAIN STATES: THE NEURAL CORRELATES OF WAKE-SLEEP STATES
GRADIENTS AND FUNCTIONAL SUBDIVISIONS WITHIN GLOBAL BRAIN STATES
FOREBRAIN DYNAMICS DURING STATE TRANSITIONS
GENERAL DISCUSSION
CONCLUSIONS
REFERENCES
9 Multielectrode Recording in Behaving Monkeys
R. E. Crist and M. A. Lebedev
INTRODUCTION
BEHAVIORAL TRAINING
MICROELECTRODES
SURGICAL IMPLANTATION
SIMULTANEOUS MULTICHANNEL RECORDING
DATA ANALYSIS
EXAMPLE: BRAIN–MACHINE INTERFACES
SUMMARY
REFERENCES
10 Neural Ensemble Recordings from Central Gustatory-Reward Pathways in Awake and Behaving Animals
Albino J. Oliveira-Maia, Sidney A. Simon, and Miguel A. L. Nicolelis
INTRODUCTION
BACKGROUND: PERIPHERAL GUSTATORY SYSTEM
CENTRAL GUSTATORY-REWARD NEURAL PATHWAYS
SIMULTANEOUS RECORDINGS OF MULTIPLE SINGLE NEURONS IN AWAKE AND BEHAVING RODENTS
NEURAL ENSEMBLE RECORDINGS IN FREELY LICKING RODENTS
NEURAL CORRELATES OF PREFERENCE, HUNGER, AND SATIETY IN FREELY LICKING RODENTS
CONCLUSIONS
REFERENCES
11 Building Brain–Machine Interfaces to Restore Neurological Functions
Mikhail A. Lebedev, Roy E. Crist, and Miguel A. L. Nicolelis
INTRODUCTION
NONINVASIVE BMIS
INVASIVE BMIS
PRINCIPLES OF BMI OPERATION
PROBLEMS FACED BY INVASIVE BMIS
IMPLANTABLE DEVICES FOR RECORDINGS FROM LARGE NEURONAL ENSEMBLES
ALGORITHMS FOR PROCESSING NEURONAL ACTIVITY
BRAIN PLASTICITY INVOLVED IN BMI OPERATIONS
SOMATOSENSORY FEEDBACK IN BMI DESIGN
CONCLUSION
REFERENCES
12 Conceptual and Technical Approaches to Human Neural Ensemble Recordings
Dennis A. Turner, Parag G. Patil, and Miguel A.L. Nicolelis
INTRODUCTION
RELEVANT PRECLINICAL STUDIES FOR HUMAN NEURAL ENSEMBLE RECORDINGS
REQUIREMENTS FOR HUMAN ENSEMBLE RECORDING AND NEUROPROSTHETICS DEVICES
PRELIMINARY HUMAN STUDY EXPERIENCE
FUTURE HUMAN NEURAL ENSEMBLE RECORDINGS
CONCLUSIONS
REFERENCES
List of Figures
Copyright © 2008 by
Taylor & Francis Group, LLC
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