Several studies showed evidence supporting the possibility of hand trajectory decoding from low-frequency electroencephalography. However, the decoding in the source space via source localization is scarcely investigated. In this study, we tried to tackle the problem of collinearity due to the higher number of signals in the source space by two folds: first, we selected signals in predefined regions of interest ; second, we applied dimensionality reduction techniques to each ROI. The dimensionality reduction techniques were computing the mean, principal component (...) analysis, and locality preserving projections. We also investigated the effect of decoding between utilizing a template head model and a subject-specific head model during the source localization. The results indicated that applying source-space decoding with PCA yielded slightly higher correlations and signal-to-noise ratios than the sensor-space approach. We also observed slightly higher correlations and SNRs when applying the subject-specific head model than the template head model. However, the statistical tests revealed no significant differences between the source-space and sensor-space approaches and no significant differences between subject-specific and template head models. The decoder with Mean and PCA utilizes information mainly from precuneus and cuneus to decode the velocity kinematics similarly in the subject-specific and template head models. (shrink)

For years now, phase-amplitude cross frequency coupling (CFC) has been observed across multiple brain regions under different physiological and pathological conditions. It has been suggested that CFC serves as a mechanism that facilitates communication and information transfer between local and spatially separated neuronal populations. In non-invasive brain computer interfaces (BCI), CFC has not been thoroughly explored. In this work, we propose a CFC estimation method based on Linear Parameter Varying Autoregressive (LPV-AR) models and we assess its performance using both synthetic (...) data and electroencephalographic (EEG) data recorded during attempted arm/hand movements of spinal cord injured (SCI) participants. Our results corroborate the potentiality of CFC as a feature for movement attempt decoding and provide evidence of the superiority of our proposed CFC estimation approach compared to other commonly used techniques. (shrink)

Establishing the basic knowledge, methodology, and technology for a framework for the continuous decoding of hand/arm movement intention was the aim of the ERC-funded project “Feel Your Reach”. In this work, we review the studies and methods we performed and implemented in the last 6 years, which build the basis for enabling severely paralyzed people to non-invasively control a robotic arm in real-time from electroencephalogram. In detail, we investigated goal-directed movement detection, decoding of executed and attempted movement trajectories, grasping correlates, (...) error processing, and kinesthetic feedback. Although we have tested some of our approaches already with the target populations, we still need to transfer the “Feel Your Reach” framework to people with cervical spinal cord injury and evaluate the decoders’ performance while participants attempt to perform upper-limb movements. While on the one hand, we made major progress towards this ambitious goal, we also critically discuss current limitations. (shrink)

Introduction: Advantageous effects of biological motion detection, a low-perceptual mechanism that allows the rapid recognition and understanding of spatiotemporal characteristics of movement via salient kinematics information, can be amplified when combined with motor imagery, i.e., the mental simulation of motor acts. According to Jeannerod’s neurostimulation theory, asynchronous firing and reduction of mu and beta rhythm oscillations, referred to as suppression over the sensorimotor area, are sensitive to both MI and action observation of BM. Yet, not many studies investigated the use (...) of BM stimuli using combined AO-MI tasks. In this study, we assessed the neural response in the form of event-related synchronization and desynchronization patterns following the observation of point-light-walkers and concordant MI, as compared to MI alone.Methods: Twenty right-handed healthy participants accomplished the experimental task by observing BM stimuli and subsequently performing the same movement using kinesthetic MI. We recorded an electroencephalogram with 32 channels and performed time-frequency analysis on alpha and beta frequency bands during the MI task. A two-way repeated-measures ANOVA was performed to test statistical significance among conditions and electrodes of interest.Results: The results revealed significant ERD/S patterns in the alpha frequency band between conditions and electrode positions. Post hoc comparisons showed significant differences between condition 1 and condition 3 over the left primary motor cortex. For the beta band, a significantly less difference in ERD patterns was detected only between condition 3 and condition 4.Discussion: Our results confirmed that the observation of BM combined with MI elicits a neural suppression, although just in the case of jumping. This is in line with previous findings of AO and MI eliciting a neural suppression for simulated whole-body movements. In the last years, increasing evidence started to support the integration of AOMI training as an adjuvant neurorehabilitation tool in Parkinson’s disease.Conclusion: We concluded that using BM stimuli in AOMI training could be promising, as it promotes attention to kinematic features and imitative motor learning. (shrink)

CYBATHLON is an international championship where people with severe physical disabilities compete with the aid of state-of-the-art assistive technology. In one of the disciplines, the BCI Race, tetraplegic pilots compete in a computer game race by controlling an avatar with a brain-computer interface. This competition offers a perfect opportunity for BCI researchers to study long-term training effects in potential end-users, and to evaluate BCI performance in a realistic environment. In this work, we describe the BCI system designed by the team (...) Mirage91 for participation in the CYBATHLON BCI Series 2019, as well as in the CYBATHLON 2020 Global Edition. Furthermore, we present the BCI’s interface with the game and the main methodological strategies, along with a detailed evaluation of its performance over the course of the training period, which lasted 14 months. The developed system was a 4-class BCI relying on task-specific modulations of brain rhythms. We implemented inter-session transfer learning to reduce calibration time, and to reinforce the stability of the brain patterns. Additionally, in order to compensate for potential intra-session shifts in the features’ distribution, normalization parameters were continuously adapted in an unsupervised fashion. Across the aforementioned 14 months, we recorded 26 game-based training sessions. Between the first eight sessions, and the final eight sessions leading up to the CYBATHLON 2020 Global Edition, the runtimes significantly improved from 255 ± 23 s to 225 ± 22 s, respectively. Moreover, we observed a significant increase in the classifier’s accuracy from 46 to 53%, driven by more distinguishable brain patterns. Compared to conventional single session, non-adaptive BCIs, the inter-session transfer learning and unsupervised intra-session adaptation techniques significantly improved the performance. This long-term study demonstrates that regular training helped the pilot to significantly increase the distance between task-specific patterns, which resulted in an improvement of performance, both with respect to class separability in the calibration data, and with respect to the game. Furthermore, it shows that our methodological approaches were beneficial in transferring the performance across sessions, and most importantly to the CYBATHLON competitions. (shrink)

Electroencephalographic correlates of movement have been studied extensively over many years. In the present work, we focus on investigating neural correlates that originate from the spine and study their connectivity to corresponding signals from the sensorimotor cortex using multivariate autoregressive models. To study cortico-spinal interactions, we simultaneously measured spinal cord potentials and somatosensory evoked potentials of wrist movements elicited by neuromuscular electrical stimulation. We identified directional connections between spine and cortex during both the extension and flexion of the wrist using (...) only non-invasive recording techniques. Our connectivity estimation results are in alignment with various studies investigating correlates of movement, i.e., we found the contralateral side of the sensorimotor cortex to be the main sink of information as well as the spine to be the main source of it. Both types of movement could also be clearly identified in the time-domain signals. (shrink)

The goal of this study was to implement a Riemannian geometry -based algorithm to detect high mental workload and mental fatigue using task-induced electroencephalogram signals. In order to elicit high MWL and MF, the participants performed a cognitively demanding task in the form of the letter n-back task. We analyzed the time-varying characteristics of the EEG band power features in the theta and alpha frequency band at different task conditions and cortical areas by employing a RG-based framework. MWL and MF (...) were considered as too high, when the Riemannian distances of the task-run EEG reached or surpassed the threshold of the baseline EEG. The results of this study showed a BP increase in the theta and alpha frequency bands with increasing experiment duration, indicating elevated MWL and MF that impedes/hinders the task performance of the participants. High MWL and MF was detected in 8 out of 20 participants. The Riemannian distances also showed a steady increase toward the threshold with increasing experiment duration, with the most detections occurring toward the end of the experiment. To support our findings, subjective ratings and behavioral measures were also considered. (shrink)

Die traditionsreiche Reihe QUELLEN UND FORSCHUNGEN ZUR LITERATUR- UND KULTURGESCHICHTE, deren Ursprung auf das Jahr 1874 zur ckgeht, geh rt zum festen Bestand renommierter Publikationsforen der Deutschen Literaturwissenschaft. Von Ernst Osterkamp und Werner R cke an der Humboldt-Universit t zu Berlin herausgegeben, pr sentieren die QUELLEN UND FORSCHUNGEN hochwertige wissenschaftliche Arbeiten, die literarische Texte im Zusammenhang mit kulturhistorischen Ph nomenen, besonders auch mit den anderen K nsten, untersuchen. Philologische Studien mit transdisziplin rem Ansatz sind ausdr cklich erw nscht. Der Schwerpunkt (...) der Serie liegt auf der deutschen Literatur vom Mittelalter bis in die Gegenwart. Da die kulturgeschichtliche Ausrichtung der Reihe Aspekte interkultureller Erfahrung und nationaler Fremdwahrnehmung einbegreift, stehen die QUELLEN UND FORSCHUNGEN im Einzelfall aber auch komparatistischen Arbeiten offen. Ver ffentlicht werden Monographien, Dissertationen und Habilitationsschriften sowie thematisch geschlossene Sammelb nde. Die Ma st be f r die Aufnahme in die Reihe bilden wissenschaftliche Relevanz und Exzellenz in Methode und Darstellung. (shrink)

Dissociation is an important aspect of responses to traumatic events. According to a number of influential theories, it negatively impacts cognitive performance including encoding of the trauma memories, leading to an increased risk of later conditions such as posttraumatic stress disorder . We tested this hypothesis experimentally in two studies by inducing dissociation in the laboratory and investigating the effects on several aspects of cognition, including time estimation, digit and spatial span, and story recall. Dissociation was related to decrements in (...) time estimation, digit span, and story retention, but did not affect perceptual attention, spatial span, or immediate story recall. The results are discussed in the context of theoretical models of PTSD and their implications for official questioning of traumatized individuals such as sexual assault survivors. (shrink)

The volume's topic is a comparative analysis of the main authors and social groups who were engaged with the reception of hellenistic philosophy at Rome. It studies in which way their specific approach to philosophy can be explained by their Roman cultural and intellectual background. Thus the volume designs philosophical and cultural criteria to be common to the philosophical activities of Romans and make them discernible as specifically Roman.

This paper is aimed at assessing how power, control, and resistance come into play and how resistance counteracts power and control in police investigative interviewing. Considering that the Philippines was once a colony of the United States, it is essential to compare the two samples as the Philippine legal system is highly patterned after the American jurisprudence (Mercullo in JForensicRes 11:1–4, 2020). Highlighting the existing and emerging power relations between the police interviewer and the interviewee, the study employed Sacks, Schegloff, (...) and Jefferson’s ( Recuenco, A. (2022). Cops to undergo investigation retraining to improve conviction rate. Manila Bulletin. https://mb.com.ph/2022/07/21/cops-to-undergo-investigation-retraining-to-improve-conviction-rate/ ) Conversation Analysis (CA) and Fairclough’s (Ehrlich in Coulthard and Johnson (eds), The Routledge Handbook of Forensic Linguistics, Routledge, 2010) Critical Language Studies (CLS) as general frameworks. A total of 10 Philippine and American police interviews were examined. While the Philippine corpus was obtained from the Pasay City Police Station, Metro Manila, the American corpus was culled from forensicling.com, an open-access website containing forensic linguistic data. Findings revealed that power and control were employed by the police in both contexts with 109 evidential markers (50.7%) and 2,443 representative speech acts (63.3%) having the highest frequency of occurrence. What is striking is the fact that police officers in both Philippine and American contexts show power and control in their utterances to be able to achieve the goal of police interviewing, that is, to gather information and elicit voluntary responses from the interviewees. Through this study, it is hoped that interviewers will be able to explore a better system of the questioning process that may lead the interviewees to cooperate more with them and arrive at a more accurate information. (shrink)

The DAMA project is an observatory for rare processes and it is operative deep underground at the Gran Sasso National Laboratory of the I.N.F.N. In particular, the DAMA/LIBRA (Large sodium Iodide Bulk for RAre processes) set-up consists of highly radiopure NaI(Tl) detectors for a total sensitive exposed mass of ≃250 kg. Recent results, obtained by this set-up by exploiting the model independent annual modulation signature of Dark Matter (DM) particles, have confirmed and improved those obtained by the former DAMA/NaI experiment. (...) A model independent evidence for the presence of Dark Matter particles in the galactic halo is cumulatively obtained at 8.2 σ C.L. No systematics or side reactions able to account for the measured modulation amplitude and to contemporaneously satisfy all the many specific requirements of the signature have been found or suggested by anyone over more than a decade. An example of one of the many possible model dependent corollary quests for the candidate particles and for the related astrophysical, nuclear and particle physics scenarios is presented considering the whole cumulative exposure. Future perspectives are shortly addressed. (shrink)

The music ensemble has often been used as an analogy of organisation processes in general. Many versions of this analogy presuppose a specific organisation structure in the ensemble with clearly defined leader-follower relationships from which we can learn important points about successful leadership. This paper wishes to draw attention to the wide variety of organisation processes that may occur in a music ensemble, some of which are not dependent on leadership. Through the outlines of a logical analysis of a coordination (...) problem, it is argued that the music performance is in fact exemplary of a situation in which individual dedication to a goal promotes coordination in the entire group. (shrink)

Knapp sechs Jahre nach Rudolf Heinz' sechzigstem Geburtstag und dem auf dieses Ereignis ausgerichteten Erscheinen der Festschrift "Kontiguitäten. Texte-Festival für Rudolf Heinz" (Christoph Weismüller [Hg.] unter Mitarbeit von Ralf Bohn, Wien: Passagen 1997) folgt die Nachbearbeitung der "Kontiguitäten" und deren Produktion. Die Post-Skripts zum Texte-Festival für Rudolf Heinz setzen ein mit den Dokumenten der Feierlichkeit der Festschriftüberreichung: Laudatio, Geburtstagskomposition - inklusive Audio-CD -, Photographien der Festschriftübergabe. Unter dem topos Festschrift-Mechané folgt diesen Initialien die Korrespondenz von Heide Heinz und Christoph Weismüller (...) nebst notwendigen Paraphrasen und Hinweisen. Die Après nehmen einschlägige Kontiguitäts-Effekte auf, die mit der Fertigstellung der Festschrift, der Feierlichkeit der Übergabe, ihrer Distribution und ersten Nachbearbeitungen ihrer Konstitution einhergingen oder diesen folgten. Die Katamnese von Heide Heinz und Rudolf Heinz sowie weitere Korrespondenzen - Heide Heinz mit Ralf Bohn, Doris Dorner, Axel Schünemann; Rudolf Heinz mit Manfred Pohlen - finden sich als Zuträge ein. (shrink)