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Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's "Vehicles"

Standard

Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's "Vehicles". / Birbaumer, Niels; Hummel, Friedhelm.

in: BIOL CYBERN, Jahrgang 108, Nr. 5, 2014, S. 595-601.

Publikationen: SCORING: Beitrag in Fachzeitschrift/Zeitung › SCORING: Zeitschriftenaufsatz › Forschung › Begutachtung

Harvard

Birbaumer, N & Hummel, F 2014, 'Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's "Vehicles"', BIOL CYBERN, Jg. 108, Nr. 5, S. 595-601. https://doi.org/10.1007/s00422-014-0595-5

APA

Birbaumer, N., & Hummel, F. (2014). Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's "Vehicles". BIOL CYBERN, 108(5), 595-601. https://doi.org/10.1007/s00422-014-0595-5

Vancouver

Birbaumer N, Hummel F. Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's "Vehicles". BIOL CYBERN. 2014;108(5):595-601. https://doi.org/10.1007/s00422-014-0595-5

Bibtex

@article{d686641a73344bcfaa82d3e708523705,
title = "Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's {"}Vehicles{"}",
abstract = "Brain-Machine Interfaces (BMI) allow manipulation of external devices and computers directly with brain activity without involvement of overt motor actions. The neurophysiological principles of such robotic brain devices and BMIs follow Hebbian learning rules as described and realized by Valentino Braitenberg in his book {"}Vehicles,{"} in the concept of a {"}thought pump{"} residing in subcortical basal ganglia structures. We describe here the application of BMIs for brain communication in totally locked-in patients and argue that the thought pump may extinguish-at least partially-in those people because of extinction of instrumentally learned cognitive responses and brain responses. We show that Pavlovian semantic conditioning may allow brain communication even in the completely paralyzed who does not show response-effect contingencies. Principles of skill learning and habit acquisition as formulated by Braitenberg are the building blocks of BMIs and neuroprostheses.",
author = "Niels Birbaumer and Friedhelm Hummel",
year = "2014",
doi = "10.1007/s00422-014-0595-5",
language = "English",
volume = "108",
pages = "595--601",
journal = "BIOL CYBERN",
issn = "0340-1200",
publisher = "Springer",
number = "5",

}

RIS

TY - JOUR

T1 - Habit learning and brain-machine interfaces (BMI): a tribute to Valentino Braitenberg's "Vehicles"

AU - Birbaumer, Niels

AU - Hummel, Friedhelm

PY - 2014

Y1 - 2014

N2 - Brain-Machine Interfaces (BMI) allow manipulation of external devices and computers directly with brain activity without involvement of overt motor actions. The neurophysiological principles of such robotic brain devices and BMIs follow Hebbian learning rules as described and realized by Valentino Braitenberg in his book "Vehicles," in the concept of a "thought pump" residing in subcortical basal ganglia structures. We describe here the application of BMIs for brain communication in totally locked-in patients and argue that the thought pump may extinguish-at least partially-in those people because of extinction of instrumentally learned cognitive responses and brain responses. We show that Pavlovian semantic conditioning may allow brain communication even in the completely paralyzed who does not show response-effect contingencies. Principles of skill learning and habit acquisition as formulated by Braitenberg are the building blocks of BMIs and neuroprostheses.

AB - Brain-Machine Interfaces (BMI) allow manipulation of external devices and computers directly with brain activity without involvement of overt motor actions. The neurophysiological principles of such robotic brain devices and BMIs follow Hebbian learning rules as described and realized by Valentino Braitenberg in his book "Vehicles," in the concept of a "thought pump" residing in subcortical basal ganglia structures. We describe here the application of BMIs for brain communication in totally locked-in patients and argue that the thought pump may extinguish-at least partially-in those people because of extinction of instrumentally learned cognitive responses and brain responses. We show that Pavlovian semantic conditioning may allow brain communication even in the completely paralyzed who does not show response-effect contingencies. Principles of skill learning and habit acquisition as formulated by Braitenberg are the building blocks of BMIs and neuroprostheses.

U2 - 10.1007/s00422-014-0595-5

DO - 10.1007/s00422-014-0595-5

M3 - SCORING: Journal article

C2 - 24664526

VL - 108

SP - 595

EP - 601

JO - BIOL CYBERN

JF - BIOL CYBERN

SN - 0340-1200

IS - 5

ER -