Buy Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Home > Mathematics and Science Textbooks > Biology, life sciences > Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems
Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems

Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems


     0     
5
4
3
2
1



Out of Stock


Notify me when this book is in stock
X
About the Book

Our seemingly effortless ability to make coordinated movements belies the sophisticated computational machinery at work in our nervous system. Much has been learned about motor cortical processing with classic systems neuroscience approaches. In recent years, the field has been dramatically expanding the complexity of its data, recording technologies, and experiments. This shift seeks to deliver a much deeper understanding of cortical processing and a much improved ability to control neural prosthetic devices (also called brain-machine interfaces). Realizing this payoff, however, requires analytical and computational methods that can exploit this changing paradigm. This dissertation describes algorithmic developments for understanding cortical processing and for prosthetic systems. The first part focuses on our signal processing efforts to extract useful signals underlying noisy neural activity in the motor system of the primate brain, both for single neurons and for populations of simultaneously recorded neurons. Specifically, I discuss analyzing single neurons using machine learning techniques (Gaussian Processes) in a point process framework, and I describe an approach to mitigate the significant optimization challenges of this method. I then discuss extending this idea across many simultaneously recorded neurons (with a factor analysis-like algorithm) to extract population-level signatures of neural activity. This part also points to broader implications of this work for engineering and statistics. The second part focuses on algorithmic challenges in neural prosthetic systems, first describing performance improvements available via algorithmic optimization of a prosthetic interface. I then discuss other algorithmic areas of prosthetic design, reviewing a number of areas for improvement and pointing to future work to address these current problems. As a whole, this dissertation offers analytical methods that push forward advanced research into the brain's motor system and our ability to meaningfully interface with it.


Best Sellers


Product Details
  • ISBN-13: 9781243662866
  • Publisher: Proquest, Umi Dissertation Publishing
  • Publisher Imprint: Proquest, Umi Dissertation Publishing
  • Height: 246 mm
  • Weight: 485 gr
  • ISBN-10: 1243662867
  • Publisher Date: 01 Sep 2011
  • Binding: Paperback
  • Spine Width: 14 mm
  • Width: 189 mm


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems
Proquest, Umi Dissertation Publishing -
Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Algorithms for Understanding Motor Cortical Processing and Neural Prosthetic Systems

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept


    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!