scholarly journals Effects of Long-Term Meditation Practices on Sensorimotor Rhythm Based BCI Learning

2020 ◽  
Author(s):  
Xiyuan Jiang ◽  
Emily Lopez ◽  
James Stieger ◽  
Carol Greco ◽  
Bin He

AbstractSensorimotor rhythm (SMR) based brain-computer interfaces (BCIs) provide an alternative pathway for users to perform motor control using motor imagery (MI). Despite the non-invasiveness, ease of use and low cost, this kind of BCI has limitation due to long training times and BCI inefficiency— where a subpopulation cannot generate decodable EEG signals to perform the control task. Meditation is a mental training method to improve mindfulness and awareness, and is reported to have a positive effect on one’s mental state. Here we investigate the behavioral and electrophysiological differences between experienced meditators and meditation naïve subjects in 1-dimensional and 2-dimensional cursor control tasks. We found that within subjects who have room for improvement, meditators outperformed control subjects in both tasks, and there were fewer BCI insufficient subjects in the meditator group. Finally, we also explored the neurophysiological difference between the two groups, and showed that meditators had higher SMR predictor and were better able to generate decodable EEG signals to achieve SMR BCI control.

2021 ◽  
Vol 14 ◽  
Author(s):  
Xiyuan Jiang ◽  
Emily Lopez ◽  
James R. Stieger ◽  
Carol M. Greco ◽  
Bin He

Sensorimotor rhythm (SMR)-based brain–computer interfaces (BCIs) provide an alternative pathway for users to perform motor control using motor imagery. Despite the non-invasiveness, ease of use, and low cost, this kind of BCI has limitations due to long training times and BCI inefficiency—that is, the SMR BCI control paradigm may not work well on a subpopulation of users. Meditation is a mental training method to improve mindfulness and awareness and is reported to have positive effects on one’s mental state. Here, we investigated the behavioral and electrophysiological differences between experienced meditators and meditation naïve subjects in one-dimensional (1D) and two-dimensional (2D) cursor control tasks. We found numerical evidence that meditators outperformed control subjects in both tasks (1D and 2D), and there were fewer BCI inefficient subjects in the meditator group. Finally, we also explored the neurophysiological difference between the two groups and showed that the meditators had a higher resting SMR predictor, more stable resting mu rhythm, and a larger control signal contrast than controls during the task.


2018 ◽  
Vol 32 (1) ◽  
pp. 31-46
Author(s):  
Diana Tirlea ◽  
Carmen Li ◽  
Alwynne B. Beaudoin ◽  
Emily Moffat

Abstract Museums use gelatin capsules to store small objects and specimens, despite limited documentation of their long-term viability. The Royal Alberta Museum (RAM of Canada) uses gelatin capsules to store seeds, bones, and plant material because of their ease of use, transparency, soft-bodied walls, size availability, and low cost. Recently, RAM staff reported damaged capsules from the palaeontology collections. We evaluated 499 capsules used to store specimens accessioned in 1986 and 1988 and investigated capsule properties using Fourier transform infrared spectroscopy and Oddy testing. Only 4.21% of inspected capsules were dented, cracked, and/or fractured. Based on interviews and testing, we determined that damage to capsules likely resulted during handling (i.e., applied force when opening). We conclude that gelatin capsules offer a good, inexpensive method for long-term storage of small, dried specimens in environmentally controlled conditions. Alternatives to gelatin capsules exist, although their pros and cons require evaluation before use. All storage methods require continuous monitoring for signs of container or specimen deterioration.


Author(s):  
Kristine Cantin ◽  
Sophia Ulman ◽  
Jang-Ho Park ◽  
Sunwook Kim ◽  
Maury A. Nussbaum

Braces are commonly used to stabilize and restrict movement of the arm and shoulder after injury, such as dislocation (Itoi, Hatakeyama, and Kido, 2003). However, secondary pain and discomfort cause concern for clinicians when prescribing braces to patients that require shoulder stability, and may result in poor compliance by the patient if prescribed for long durations. Popularly used braces have been associated with secondary pain in surrounding areas, such as the neck and shoulders, compared to rehabilitative outcomes without the use of braces (Struijs, Kerkhoffs, Assendelft, and van Dijk, 2004). Straps are often used in conventional brace design for stability, yet they are potential sources of discomfort. Novel supporting methods used in more recently developed braces could mitigate the above concerns associated with traditional bracing methods (i.e., discomfort and low ease of use) while stabilizing the shoulder. We examined the usability of five brace designs, including a newly developed brace. Selected existing products were used to represent a spectrum of different design approaches (e.g., brace shape and coverage, connector locations, and straps) and included, in alphabetical order: 1) Bledsoe Clinic Shoulder Immobilizer (“Sling”) (Bledsoe Brace Systems, Grand Prairie, TX, bledsoebrace.net ), 2) Breg SlingShot 3 Shoulder Brace (“SlingShot”) (Breg, Inc. Carlsbad, CA, www.breg.com ), 3) Breg Straight Shoulder Immobilizer (“Straight”) (Breg, Inc. Carlsbad, CA, www.breg.com ), and 4) Bledsoe Sling and Swathe Immobilizer (“Swathe”) (Bledsoe Brace Systems, Grand Prairie, TX, bledsoebrace.net ). The new brace design ( www.kaykare.net ) includes a sleeve and single waist strap. A total of 10 young adults (M = 24.2±4.9 years old) and 10 older adults (M = 66.9±4.3 years old), gender-balanced in each group, were recruited to enhance generalizability of results. A within-subjects design was implemented to test donning/doffing performance, perceived stability and comfort of the selected arm braces. The study included controlled tasks involving donning and doffing on the self and on a simulated “patient” as the participant acted as a “caregiver,” along with simulated activities of daily living, to compare brace performance. Outcome measures included donning/doffing times, ratings and rankings of ease of use, and stability and comfort ratings and rankings, and these were compared between age, gender, and braces using Analyses of Variance. Participants had significantly lower donning and doffing times while using the new brace versus the other braces, and it was rated as having a higher level of ease when donning/doffing. The “Swathe” type of brace was rated as having the highest level of stability, while comfort ratings were not significantly different between braces. Braces more frequently selected as the preferred brace at the end of the study, such as the “Sling,” are more commonly provided braces at clinics or in emergency scenarios (Hatta, Sano, Yamamoto, and Itoi, 2013). Non-traditional strapping methods used in the new brace and the “Straight” were often perceived as being less stable due to fewer straps. Throughout data collection, it was found that as straps increase on the brace, greater stability is perceived, although application ease and donning time will likely increase. These results reveal that the newer brace design offers a potential solution to emergency shoulder immobilizing when compared to popularly supplied braces, though patients may perceive greater support while wearing a brace with more straps. However, the current work is limited by a healthy participant pool, and future work should explore patient responses to actual prescription of each brace. Long-term use should also be examined to capture experiences beyond the laboratory.


Sensors ◽  
2020 ◽  
Vol 20 (23) ◽  
pp. 6730 ◽  
Author(s):  
Francisco M. Garcia-Moreno ◽  
Maria Bermudez-Edo ◽  
José Luis Garrido ◽  
María José Rodríguez-Fórtiz

Electroencephalography (EEG) signals to detect motor imagery have been used to help patients with low mobility. However, the regular brain computer interfaces (BCI) capturing the EEG signals usually require intrusive devices and cables linked to machines. Recently, some commercial low-intrusive BCI headbands have appeared, but with less electrodes than the regular BCIs. Some works have proved the ability of the headbands to detect basic motor imagery. However, all of these works have focused on the accuracy of the detection, using session sizes larger than 10 s, in order to improve the accuracy. These session sizes prevent actuators using the headbands to interact with the user within an adequate response time. In this work, we explore the reduction of time-response in a low-intrusive device with only 4 electrodes using deep learning to detect right/left hand motion imagery. The obtained model is able to lower the detection time while maintaining an acceptable accuracy in the detection. Our findings report an accuracy above 83.8% for response time of 2 s overcoming the related works with both low- and high-intrusive devices. Hence, our low-intrusive and low-cost solution could be used in an interactive system with a reduced response time of 2 s.


2020 ◽  
Vol 9 (1) ◽  
Author(s):  
Azar Jafari-Koulaee ◽  
Forouzan Elyasi ◽  
Zohreh Taraghi ◽  
Ehteram Sadat Ilali ◽  
Mahmood Moosazadeh

Introduction: Depression is considered as one of the most serious health issues worldwide, and the search for the most effective and safe treatments for depression is essential. Aromatherapy with lavender have attracted the attention of many researchers due to their low cost and ease of use, so this study was conducted to review of the effects of aromatherapy with lavender essential oil on depression.Methods: This systematic review study was conducted by searching the databases (SID, Magiran, Google-Scholar, Medline via PubMed, Scopus, and Web of Science) by using the keywords such as depression, Lavandula, Lavender, and Aromatherapy, as well as applying OR and AND operators to the end of January 1, 2020 A.D. The inclusion criteria were: 1) Interventional studies that determined keywords were in the title or keywords of the article, 2) aromatherapy was conducted through inhalation or massage, 3) the full text of paper was accessible, and 4) published in English or Persian. Finally, the information obtained from articles was extracted using a checklist.Results: Out of 278 studies, 9 studies were included to the systematic review process after screening and eliminating duplicate papers according to the purpose of the study. Aromatherapy with lavender essential oil was conducted on the patients suffering from migraine, patients with the acute coronary syndrome, patients undergoing hemodialysis, community-dwelling older adult, and postpartum depression. The results obtained from some studies showed the positive effect of aromatherapy with lavender essential oil on depression whereas some studies did not report the effect of aromatherapy with lavender on depression significantly.Conclusion: It seems that aromatherapy with lavender probably can be used as a complementary, simple, and inexpensive method to improve mild and moderate depression. It is recommended to earmark using a collaborative approach and make use of interdisciplinary and psychology specialists as well as complementary medicine in applying aromatherapy with lavender essential oil.


Author(s):  
Carl Malings ◽  
Rebecca Tanzer ◽  
Aliaksei Hauryliuk ◽  
Provat K. Saha ◽  
Allen L. Robinson ◽  
...  

Author(s):  
Ol'ga Gladysheva ◽  
Oksana Artyuhova ◽  
Vera Svirina

The results of long-term research in experiments with crop rotations with different clover saturation are presented. It is shown that the cluster has a positive effect on the main indicators of vegetation of dark-gray forest soil. The introduction of two fields of perennial grasses into the six-field crop rotation significantly increases both the humus reserves and increases the productivity of arable land by 1.5–2 times compared to the crop rotation with a field of pure steam.


1985 ◽  
Vol 110 (3) ◽  
pp. 329-337 ◽  
Author(s):  
G. A. Schuiling ◽  
H. Moes ◽  
T. R. Koiter

Abstract. The effect of pretreatment in vivo with oestradiol benzoate on in vitro secretion of LH and FSH was studied in long-term ovariectomized (OVX) rats both at the end of a 5-day continuous in vivo pretreatment with LRH and 4-days after cessation of such LRH pretreatment. Rats were on day 0 sc implanted with osmotic minipumps which released LRH at the rate of 250 ng/h. Control rats were implanted with a piece of silicone elastomer with the dimensions of a minipump. On days 2 and 4 the rats were injected with either 3 μg EB or with oil. On day 5 part of the rats were decapitated and the in vitro autonomous (i.e. non-LRH-stimulated) and 'supra-maximally' LRHstimulated release of LH and FSH was studied using a perifusion system. From other rats the minipumps were removed on day 5 and perifusion was performed on day 9. On the 5th day of the in vivo LRH pretreatment the pituitary LH/FSH stores were partially depleted; the pituitaries of the EB-treated rats more so than those of the oil-injected rats. EB alone had no significant effect on the content of the pituitary LH- and FSH stores. On day 9, i.e. 4 days after removal of the minipumps, the pituitary LH and FSH contents had increased in both the oil- and the EB injected rats, but had not yet recovered to control values. In rats not subjected to the 5-days pretreatment with LRH EB had a positive effect on the supra-maximally LRH-stimulated secretion of LH and FSH as well as on the non-stimulated secretion of LH. EB had no effect on the non-stimulated secretion of FSH. After 5 days of in vivo pretreatment with LRH only, the in vitro non-stimulated and supra-maximally LRH-stimulated secretion of both LH and FSH were strongly impaired, the effect correlating well with the LRH-induced depletion of the pituitary LH/FSH stores. In such LRH-pretreated rats EB had on day 5 a negative effect on the (already depressed) LRH-stimulated secretion of LH (not on that of FSH). EB had no effect on the non-stimulated LH/FSH secretion. It could be demonstrated that the negative effect of the combined LRH/EB pretreatment was mainly due to the depressing effect of this treatment on the pituitary LH and FSH stores: the effect of oestradiol on the pituitary LRH-responsiveness (release as related to pituitary gonadotrophin content) remained positive. In LRH-pretreated rats, however, this positive effect of EB was smaller than in rats not pretreated with LRH. Four days after removal of the minipumps there was again a positive effect of EB on the LRH-stimulated secretion of LH and FSH as well as on the non-stimulated secretion of LH. The positive effect of EB on the pituitary LRH-responsiveness was as strong as in rats which had not been exposed to exogenous LRH. The non-stimulated secretion of FSH was again not affected by EB. The results demonstrate that the effect of EB on the oestrogen-sensitive components of gonadotrophin secretion consists of two components: an effect on the pituitary LRH-responsiveness proper, and an effect on the pituitary LH/FSH stores. The magnitude of the effect of EB on the LRH-responsiveness is LRH dependent: it is very weak (almost zero) in LRH-pretreated rats, but strong in rats not exposed to LRH as well as in rats of which the LRH-pretreatment was stopped 4 days previously. Similarly, the effect of EB on the pituitary LH and FSH stores is LRH-dependent: in the absence of LRH, EB has no influence on the contents of these stores, but EB can potentiate the depleting effect of LRH on the LH/FSH-stores. Also this effect disappear after cessation of the LRH-pretreatment.


Author(s):  
Т.А. Кuznetsova ◽  
N.А. Коlpakov

Показано, что длительное применение как минеральных, так и органических удобрений в различных дозах и сочетаниях положительно влияет на урожайность огурца. Установлено, что в условиях 14-й ротации урожайность на всех вариантах опыта была выше, чем на контрольном варианте и составила 16,4–22,3 т/га, против 16,0 т/га в контроле.The authors show that the long-term use of both mineral and organic fertilizers in different doses and combinations has a positive effect on the yield of cucumber. It was found that under 14 rotation conditions the yield on all variants of the experiment was higher than on the control variant and amounted to 16.4–22.3 t/ha, against 16.0 t/ha on the control.


GYNECOLOGY ◽  
2020 ◽  
Vol 22 (1) ◽  
pp. 14-18 ◽  
Author(s):  
Tatyana Yu. Pestrikova ◽  
Elena A. Yurasova ◽  
Igor V. Yurasov

Relevance. Endometriosis is a common gynecological disease that affects up to 10% of women of reproductive age worldwide and is the main cause of pain and infertility. Endometriosis is a disease, although it has been known for a long time, nevertheless, in many ways it represents terra incognita for modern medicine. Aim. Analysis of literature on the feasibility of long-term and the use of the drug dienogest 2 mg (Vizanne), which has a positive effect on the quality of life of patients with endometriosis. Materials and methods. To write this review, a search was made for domestic and foreign publications in Russian and international search engines (PubMed, eLibrary, etc.) over the past 13 years. The review included articles from peer-reviewed literature. Results. The review presents data on the difficulties of verifying the diagnosis of endometriosis due to a combination of this pathology with pain, infertility, abnormal uterine bleeding. The pathogenesis of the origin of endometriosis-associated pain is presented. The efficacy of the use of the drug dienogest (Vizanne), which has a powerful antiproliferative effect that reduces the main symptoms of endometriosis (pain, bleeding), is substantiated. The expediency of long-term and safe use of the drug dienogest (Vizanne), which has a positive effect on the quality of life of patients with endometriosis, has been proved. Conclusions. Numerous scientific publications confirm the feasibility of prolonged use of the drug dienogest (Vizanne), to achieve remission during endometriosis.


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