Ihuman Neural Interfaces Report
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Regional Abnormality of Functional Connectivity Is Associated with Clinical Manifestations in Individuals with Intractable Focal
www.nature.com/scientificreports OPEN Regional abnormality of functional connectivity is associated with clinical manifestations in individuals with intractable focal epilepsy Yasuo Nakai1*, Hiroki Nishibayashi1, Tomohiro Donishi2, Masaki Terada3, Naoyuki Nakao1 & Yoshiki Kaneoke2 We explored regional functional connectivity alterations in intractable focal epilepsy brains using resting-state functional MRI. Distributions of the network parameters (corresponding to degree and eigenvector centrality) measured at each brain region for all 25 patients were signifcantly diferent from age- and sex-matched control data that were estimated by a healthy control dataset (n = 582, 18–84 years old). The number of abnormal regions whose parameters exceeded the mean + 2 SD of age- and sex-matched data for each patient were associated with various clinical parameters such as the duration of illness and seizure severity. Furthermore, abnormal regions for each patient tended to have functional connections with each other (mean ± SD = 58.6 ± 20.2%), the magnitude of which was negatively related to the quality of life. The abnormal regions distributed within the default mode network with signifcantly higher probability (p < 0.05) in 7 of 25 patients. We consider that the detection of abnormal regions by functional connectivity analysis using a large number of control datasets is useful for the numerical assessment of each patient’s clinical conditions, although further study is necessary to elucidate etiology-specifc abnormalities. Approximately 25% of epilepsy patients are medically intractable 1. For these patients, various types of brain surgeries have been performed to improve their quality of life (QOL) by reducing seizure frequency2. However, long-term outcomes, such as the seizure freedom rate, have been stagnating, and treatment of intractable focal epilepsy is still challenging 3. -
The Diminishing Human-Machine Interface
The Diminishing Human-Machine Interface KEVIN Summary WARWICK In this article a look is taken at interfaces between technology and the human brain. A practical perspective is taken rather than a theoretical approach with experimentation reported on and Keywords: possible future directions discussed. Applications of this techno- Implant logy are also considered with regard to both therapeutic use and Technology, for human enhancement. The culturing of neural tissue and its Human-Machine embodiment within a robot platform is also discussed, as are oth- Interfaces, Cybernetics, er implant possibilities such as permanent magnet implantation, Systems EEG external electrode monitoring and deep brain stimulation. Engineering, In each case the focus is on practical experimentation results Culturing that have been obtained as opposed to speculative assumptions. Networks Introduction pic are therefore discussed. Points have been raised with a view to near term future technical advances Over the last few years tremendous advances have and what these might mean in a practical scenario. been made in the area of human-computer inter- It has not been the case of an attempt here to pre- action, particularly insofar as interfaces between sent a fully packaged conclusive document, rather technology and the body or brain are concerned. the aim has been to open up the range of research In this article we take a look at some of the different being carried out, see what’s actually involved and ways in which such links can be forged. look at some of its implications. Considered here are several different experiments We start by looking at research into growing brains in linking biology and technology together in a cyber- within a robot body, move on to the Braingate, take netic fashion, essentially ultimately combining hu- in deep brain stimulation and (what is arguably the mans and machines in a relatively permanent mer- most widely recognised) eeg electrode monitoring ger. -
Electroencephalography (EEG)-Based Brain Computer Interfaces for Rehabilitation
Virginia Commonwealth University VCU Scholars Compass Theses and Dissertations Graduate School 2012 Electroencephalography (EEG)-based brain computer interfaces for rehabilitation Dandan Huang Virginia Commonwealth University Follow this and additional works at: https://scholarscompass.vcu.edu/etd Part of the Biomedical Engineering and Bioengineering Commons © The Author Downloaded from https://scholarscompass.vcu.edu/etd/2761 This Dissertation is brought to you for free and open access by the Graduate School at VCU Scholars Compass. It has been accepted for inclusion in Theses and Dissertations by an authorized administrator of VCU Scholars Compass. For more information, please contact [email protected]. School of Engineering Virginia Commonwealth University This is to certify that the dissertation prepared by Dandan Huang entitled “Electroencephalography (EEG)-based brain computer interfaces for rehabilitation” has been approved by her committee as satisfactory completion of the dissertation requirement for the degree of Doctoral of Philosophy. Ou Bai, Ph.D., Director of Dissertation, School of Engineering Ding-Yu Fei, Ph.D., School of Engineering Azhar Rafiq, M.D., School of Medicine Martin L. Lenhardt, Ph.D., School of Engineering Kayvan Najarian, Ph.D., School of Engineering Gerald Miller, Ph.D., Chair, Department of Biomedical Engineering, School of Engineering Rosalyn Hobson, Ph.D., Associate Dean of Graduate Studies, School of Engineering Charles J. Jennett, Ph.D., Dean, School of Engineering F. Douglas Boudinot, Ph.D., Dean of the Graduate School ______________________________________________________________________ Date © Dandan Huang 2012 All Rights Reserved ELECTROENCEPHALOGRAPHY-BASED BRAIN-COMPUTER INTERFACES FOR REHABILITATION A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy at Virginia Commonwealth University. -
Neural Lace" Company
5 Neuroscience Experts Weigh in on Elon Musk's Mysterious "Neural Lace" Company By Eliza Strickland (/author/strickland-eliza) Posted 12 Apr 2017 | 21:15 GMT Elon Musk has a reputation as the world’s greatest doer. He can propose crazy ambitious technological projects—like reusable rockets for Mars exploration and hyperloop tunnels for transcontinental rapid transit—and people just assume he’ll pull it off. So his latest venture, a new company called Neuralink that will reportedly build brain implants both for medical use and to give healthy people superpowers, has gotten the public excited about a coming era of consumerfriendly neurotech. Even neuroscientists who work in the field, who know full well how difficult it is to build working brain gear that passes muster with medical regulators, feel a sense of potential. “Elon Musk is a person who’s going to take risks and inject a lot of money, so it will be exciting to see what he gets up to,” says Thomas Oxley, a neural engineer who has been developing a medical brain implant since 2010 (he hopes to start its first clinical trial in 2018). Neuralink is still mysterious. An article in The Wall Street Journal (https://www.wsj.com/articles/elonmusklaunches neuralinktoconnectbrainswithcomputers1490642652) announced the company’s formation and first hires, while also spouting vague verbiage about “cranial computers” that would Image: iStockphoto serve as “a layer of artificial intelligence inside the brain.” So IEEE Spectrum asked the experts about what’s feasible in this field, and what Musk might be planning. -
The Global Brain Beyond the Correlationist Paradigm in Architecture ACADIA2010 Life In:Formation 33 | 412
ACADIA2010 32 life in:formation author: Karl Chu organization: Professor, Pratt Institute country: United States The Global Brain Beyond The Correlationist Paradigm In Architecture ACADIA2010 life in:formation 33 | 412 “The necessity of contingency: it could not be otherwise than everything could be otherwise.” Quentin Meillassoux It has been three-quarters of a century since Alan Turing published in 1936 “On Computable Numbers with an Application to the Entscheidungsproblem,” where he introduced the modern concept of computation: the Universal Turing Machine that serves as a classical model, as opposed to the quantum model, of computation. Since then, it has transformed the way we think and interact with the world to such an extent that there is now a new conception of the world emerging: the global brain. It’s an idea that is seldom explicitly stated but is nonetheless implicit in the trajectory toward the formation of a planetary computing system. However, if we look at the early stages of the application of computing systems, we find that the middle to late modern era was ushered in by the Department of Defense, which finds its expression in the development and explosion of the first atomic bomb in 1945 and subsequently, the Internet in 1969. Incidentally, it should be noted that J. C. R. Licklider, head of the Advanced Research Project Agency of the Defense, came up with the idea for an Intergalactic Computer Network in 1962. This is to illustrate the range, deployment and implications contained in the phenomenon of universal computation beyond the scope understood and utilized by most architects working with computers today. -
Neural Dust: Ultrasonic Biological Interface
Neural Dust: Ultrasonic Biological Interface Dongjin (DJ) Seo Electrical Engineering and Computer Sciences University of California at Berkeley Technical Report No. UCB/EECS-2018-146 http://www2.eecs.berkeley.edu/Pubs/TechRpts/2018/EECS-2018-146.html December 1, 2018 Copyright © 2018, by the author(s). All rights reserved. Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise, to republish, to post on servers or to redistribute to lists, requires prior specific permission. Neural Dust: Ultrasonic Biological Interface by Dongjin Seo A dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Engineering - Electrical Engineering and Computer Sciences in the Graduate Division of the University of California, Berkeley Committee in charge: Professor Michel M. Maharbiz, Chair Professor Elad Alon Professor John Ngai Fall 2016 Neural Dust: Ultrasonic Biological Interface Copyright 2016 by Dongjin Seo 1 Abstract Neural Dust: Ultrasonic Biological Interface by Dongjin Seo Doctor of Philosophy in Engineering - Electrical Engineering and Computer Sciences University of California, Berkeley Professor Michel M. Maharbiz, Chair A seamless, high density, chronic interface to the nervous system is essential to enable clinically relevant applications such as electroceuticals or brain-machine interfaces (BMI). Currently, a major hurdle in neurotechnology is the lack of an implantable neural interface system that remains viable for a patient's lifetime due to the development of biological response near the implant. -
Local Field Potential Decoding of the Onset and Intensity of Acute Pain In
www.nature.com/scientificreports OPEN Local feld potential decoding of the onset and intensity of acute pain in rats Received: 25 January 2018 Qiaosheng Zhang1, Zhengdong Xiao2,3, Conan Huang1, Sile Hu2,3, Prathamesh Kulkarni1,3, Accepted: 8 May 2018 Erik Martinez1, Ai Phuong Tong1, Arpan Garg1, Haocheng Zhou1, Zhe Chen 3,4 & Jing Wang1,4 Published: xx xx xxxx Pain is a complex sensory and afective experience. The current defnition for pain relies on verbal reports in clinical settings and behavioral assays in animal models. These defnitions can be subjective and do not take into consideration signals in the neural system. Local feld potentials (LFPs) represent summed electrical currents from multiple neurons in a defned brain area. Although single neuronal spike activity has been shown to modulate the acute pain, it is not yet clear how ensemble activities in the form of LFPs can be used to decode the precise timing and intensity of pain. The anterior cingulate cortex (ACC) is known to play a role in the afective-aversive component of pain in human and animal studies. Few studies, however, have examined how neural activities in the ACC can be used to interpret or predict acute noxious inputs. Here, we recorded in vivo extracellular activity in the ACC from freely behaving rats after stimulus with non-noxious, low-intensity noxious, and high-intensity noxious stimuli, both in the absence and chronic pain. Using a supervised machine learning classifer with selected LFP features, we predicted the intensity and the onset of acute nociceptive signals with high degree of precision. -
Improving Whole-Brain Neural Decoding of Fmri with Domain Adaptation
This is a repository copy of Improving whole-brain neural decoding of fMRI with domain adaptation. White Rose Research Online URL for this paper: http://eprints.whiterose.ac.uk/136411/ Version: Submitted Version Article: Zhou, S., Cox, C. and Lu, H. orcid.org/0000-0002-0349-2181 (Submitted: 2018) Improving whole-brain neural decoding of fMRI with domain adaptation. bioRxiv. (Submitted) https://doi.org/10.1101/375030 © 2018 The Author(s). For reuse permissions, please contact the Author(s). Reuse Items deposited in White Rose Research Online are protected by copyright, with all rights reserved unless indicated otherwise. They may be downloaded and/or printed for private study, or other acts as permitted by national copyright laws. The publisher or other rights holders may allow further reproduction and re-use of the full text version. This is indicated by the licence information on the White Rose Research Online record for the item. Takedown If you consider content in White Rose Research Online to be in breach of UK law, please notify us by emailing [email protected] including the URL of the record and the reason for the withdrawal request. [email protected] https://eprints.whiterose.ac.uk/ Improving Whole-Brain Neural Decoding of fMRI with Domain Adaptation Shuo Zhoua, Christopher R. Coxb,c, Haiping Lua,d,∗ aDepartment of Computer Science, the University of Sheffield, Sheffield, UK bSchool of Biological Sciences, the University of Manchester, Manchester, UK cDepartment of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA dSheffield Institute for Translational Neuroscience, Sheffield, UK Abstract In neural decoding, there has been a growing interest in machine learning on whole-brain functional magnetic resonance imaging (fMRI). -
VINCENNES-SAINT-DENIS UFR Arts, Philosophie, Esthétique
UNIVERSITE PARIS 8 – VINCENNES-SAINT-DENIS U.F.R Arts, philosophie, esthétique Ecole doctorale : Esthétique, Sciences et Technologies des Arts THESE pour obtenir le grade de DOCTEUR DE L'UNIVERSITE PARIS 8 Discipline : Esthétique, Sciences et Technologies des Arts spécialité Images Numériques présentée et soutenue publiquement par CHANHTHABOUTDY Somphout le 18 novembre 2015 Vanité interactive : recherche et expérimentation artistique _______ Directrice de thèse : Marie-Hélène TRAMUS _______ JURY M. Gilles METHEL, Professeur Université Toulouse 2 Mme Chu-Yin CHEN, Professeure Université Paris 8 Mme Marie-Hélène TRAMUS, Professeure émérite Université Paris 8 Pascal Ruiz, Artiste multimédia 1 2 Résumé Vanité interactive : recherche et expérimentation artistique Ce travail se positionne dans le domaine de l'interactivité sensorielle, de la 3D temps réel et des arts visuels. Cette étude artistique et technique s’inscrit directement dans une recherche entamée depuis des années, sur la question de la représentation sublimée de la mort, qui se retrouve pleinement transfiguré dans l’emblème de la Vanité et sur la recherche de nouvelles façons d’entretenir un dialogue en rétroaction avec l’œuvre. Sur le point artistique, la recherche analyse le processus de création, qui a mené de la représentation sublimée de la mort en vidéo, à la réalisation et l’expérimentation de Vanité au sein de tableaux virtuels interactifs et immersifs. Cette analyse apporte des réponses aux questionnements envers la signification des intentions liées à la création et l’utilisation de Vanité en 3D dans des installations conversationnelles. Elle met en lumière les enjeux de ce procédé innovant par rapport à l’histoire de la Vanité depuis son apparition. -
Superhuman Enhancements Via Implants: Beyond the Human Mind
philosophies Article Superhuman Enhancements via Implants: Beyond the Human Mind Kevin Warwick Office of the Vice Chancellor, Coventry University, Priory Street, Coventry CV1 5FB, UK; [email protected] Received: 16 June 2020; Accepted: 7 August 2020; Published: 10 August 2020 Abstract: In this article, a practical look is taken at some of the possible enhancements for humans through the use of implants, particularly into the brain or nervous system. Some cognitive enhancements may not turn out to be practically useful, whereas others may turn out to be mere steps on the way to the construction of superhumans. The emphasis here is the focus on enhancements that take such recipients beyond the human norm rather than any implantations employed merely for therapy. This is divided into what we know has already been tried and tested and what remains at this time as more speculative. Five examples from the author’s own experimentation are described. Each case is looked at in detail, from the inside, to give a unique personal experience. The premise is that humans are essentially their brains and that bodies serve as interfaces between brains and the environment. The possibility of building an Interplanetary Creature, having an intelligence and possibly a consciousness of its own, is also considered. Keywords: human–machine interaction; implants; upgrading humans; superhumans; brain–computer interface 1. Introduction The future life of superhumans with fantastic abilities has been extensively investigated in philosophy, literature and film. Despite this, the concept of human enhancement can often be merely directed towards the individual, particularly someone who is deemed to have a disability, the idea being that the enhancement brings that individual back to some sort of human norm. -
Phd in Marketing with a Minor in Neuropsychology
PhD in Marketing with a Minor in Neuropsychology Who are we? What are we looking for in you? • A top-ranking graduate school of management in the Sonoran • You actively initiate project ideas Desert of Tucson, Arizona • You enjoy conceptual and creative work • A collegial marketing department with world-class researchers • You have or are close to finishing your bachelor or • A dynamic marketing research group with backgrounds in master degree in neuroscience, marketing, psychology, psychology, sociology, economics and neuroscience sociology and/or economics • You possess excellent English language skills What are our research resources? • Access to a state-of-the-art Siemens Skyra 3T fMRI scanner What are the next steps? • Access to a large subject pool • You submit your application here: marketing.eller.arizona.edu/doctoral • Access to our behavioral lab with 10 rooms, each equipped with a computer and a video camera • We review your application and then may conduct a Skype interview with you • Access to world-class scientists that frequently publish in top marketing journals (Journal of Marketing Research, Marketing You will... Science, Journal of Consumer Research and Journal of Consumer Psychology, among others) and general science journals Study the basics of marketing and consumer (Proceedings of the National Academy of Sciences, Psychological behavior, in courses such as: Science, Journal of Experimental Psychology: General) • Psychological Aspects of Consumer Behavior • Sociocultural Aspects of Consumer Behavior What are your -
Decision Neuroscience and Consumer Decision Making Carolyn Yoon
Decision neuroscience and consumer decision making Carolyn Yoon, Richard Gonzalez, Antoine Bechara, Gregory S. Berns, Alain A. Dagher, Laurette Dubé, Scott A. Huettel, Joseph W. Kable, et al. Marketing Letters A Journal of Research in Marketing ISSN 0923-0645 Volume 23 Number 2 Mark Lett (2012) 23:473-485 DOI 10.1007/s11002-012-9188-z 1 23 Your article is protected by copyright and all rights are held exclusively by Springer Science+Business Media, LLC. This e-offprint is for personal use only and shall not be self- archived in electronic repositories. If you wish to self-archive your work, please use the accepted author’s version for posting to your own website or your institution’s repository. You may further deposit the accepted author’s version on a funder’s repository at a funder’s request, provided it is not made publicly available until 12 months after publication. 1 23 Author's personal copy Mark Lett (2012) 23:473–485 DOI 10.1007/s11002-012-9188-z Decision neuroscience and consumer decision making Carolyn Yoon & Richard Gonzalez & Antoine Bechara & Gregory S. Berns & Alain A. Dagher & Laurette Dubé & Scott A. Huettel & Joseph W. Kable & Israel Liberzon & Hilke Plassmann & Ale Smidts & Charles Spence Published online: 26 May 2012 # Springer Science+Business Media, LLC 2012 Abstract This article proposes that neuroscience can shape future theory and models in consumer decision making and suggests ways that neuroscience methods can be used in decision-making research. The article argues that neuroscience facilitates better theory development and empirical testing by considering the physiological context and the role of constructs such as hunger, stress, and social influence on consumer choice and preferences.