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https://www.readbyqxmd.com/read/29355319/recurrent-neural-network-model-for-constructive-peptide-design
#1
Alex T Müller, Jan A Hiss, Gisbert Schneider
We present a generative long short-term memory (LSTM) recurrent neural network (RNN) for combinatorial de novo peptide design. RNN models capture patterns in sequential data and generate new data instances from the learned context. Amino acid sequences represent a suitable input for these machine-learning models. Generative models trained on peptide sequences could therefore facilitate the design of bespoke peptide libraries. We trained RNNs with LSTM units on pattern recognition of helical antimicrobial peptides and used the resulting model for de novo sequence generation...
January 22, 2018: Journal of Chemical Information and Modeling
https://www.readbyqxmd.com/read/29354225/efficacy-of-cognitive-stimulation-therapy-for-older-adults-with-vascular-dementia
#2
Federica Piras, Elena Carbone, Silvia Faggian, Elisa Salvalaio, Simona Gardini, Erika Borella
Background: Cognitive stimulation therapy (CST) is an evidence-based psychosocial intervention for people with mild-to-moderate dementia due to various etiological factors. Objective: The aim of the present study was to assess the efficacy of the CST program, Italian adaptation -CST-IT-, in individuals who have vascular dementia (VaD). Methods: Older adults with mild-to-moderate VaD (N = 35) were assigned to one of two programs: one group (N = 21) attended the 14 sessions of the CST-IT program, while the other, active control group (N = 14) took part in alternative activities...
October 2017: Dementia & Neuropsychologia
https://www.readbyqxmd.com/read/29351863/size-congruity-influences-visual-search-via-the-target-template
#3
Kenith V Sobel, Amrita M Puri
In numerical comparison experiments, participants are presented with two digits that vary in numerical and physical size, and they select the numerically (or physically) larger (or smaller) of the two digits. Response times are typically faster when numerical and physical size are congruent than when they are incongruent, which is called the size congruity effect (SCE). Although numerical size is unlikely to be a guiding feature in visual search, recent studies have nevertheless observed the SCE in the visual search paradigm...
January 16, 2018: Acta Psychologica
https://www.readbyqxmd.com/read/29351666/intraoperative-identification-and-preservation-of-verbal-memory-in-diffuse-gliomas-a-matched-pair-cohort-study
#4
Juan Martino, Elsa Gomez, Enrique Marco de Lucas, David Mato, Javier Vázquez-Bourgon
BACKGROUND: Recent glioma surgery series with intraoperative electrical stimulation (IES) language mapping have demonstrated high rates of postoperative memory impairment, raising a question regarding the efficacy of this approach to preserve memory. OBJECTIVE: To evaluate if intraoperative identification and preservation of verbal memory sites with IES mapping in diffuse gliomas in eloquent areas consistently protect patients from long-term postoperative decline in short-term memory...
January 17, 2018: Neurosurgery
https://www.readbyqxmd.com/read/29351262/imu-to-segment-assignment-and-orientation-alignment-for-the-lower-body-using-deep-learning
#5
Tobias Zimmermann, Bertram Taetz, Gabriele Bleser
Human body motion analysis based on wearable inertial measurement units (IMUs) receives a lot of attention from both the research community and the and industrial community. This is due to the significant role in, for instance, mobile health systems, sports and human computer interaction. In sensor based activity recognition, one of the major issues for obtaining reliable results is the sensor placement/assignment on the body. For inertial motion capture (joint kinematics estimation) and analysis, the IMU-to-segment (I2S) assignment and alignment are central issues to obtain biomechanical joint angles...
January 19, 2018: Sensors
https://www.readbyqxmd.com/read/29351038/early-reading-abilities-of-bilingual-children-with-nonsyndromic-orofacial-clefts
#6
Michelle Heng Yue Cheong, Selena Ee-Li Young, Dawn Patricia Chuan Yu Young, Mary Lay Choo Lee, Susan Jane Rickard Liow
OBJECTIVE: To investigate the early reading abilities, and related cognitive-linguistic processes, in bilingual children with nonsyndromic cleft lip and/or palate (CL/P), and to identify deficits that might be amenable to intervention. DESIGN AND PARTICIPANTS: Bilingual participants with CL/P aged 5 to 6 years who were English-dominant ( n=17) or Mandarin-dominant ( n=18) were recruited using consecutive sampling from a national cleft treatment center and matched pairwise to a sample of typically developing (TD) children on language dominance, age, and socioeconomic status...
February 2018: Cleft Palate-craniofacial Journal
https://www.readbyqxmd.com/read/29347897/-effects-of-bilingualism-on-cognitive-functions-in-early-childhood
#7
Laura Bastian, Katrin Reichenbach, Lisann Helbig, Klaus Lenz, Saskia Rohrbach, Dörte Pollex-Fischer, Martina Schäuble, Manfred Gross, Lea Sarrar
Effects of Bilingualism on Cognitive Functions in Early Childhood Studies have revealed advantages in cognitive functions among children with bilingualism. In this study we investigate cognitive functions in monolingual and bilingual preschool children taking socioeconomic status into account. The study population consists of 40 monolingual (German) children (Mage = 5.0 ± 0.4) and 23 bilingual (German/English) children (Mage = 5.1 ± 0.6). A neuropsychological test battery was conducted. The analyses revealed better performance for bilingual children...
January 2018: Praxis der Kinderpsychologie und Kinderpsychiatrie
https://www.readbyqxmd.com/read/29346599/magnetic-resonance-imaging-guided-laser-interstitial-thermal-therapy-for-the-treatment-of-hypothalamic-hamartomas-a-retrospective-review
#8
David S Xu, Tsinsue Chen, Randall J Hlubek, Ruth E Bristol, Kris A Smith, Francisco A Ponce, John F Kerrigan, Peter Nakaji
BACKGROUND: Hypothalamic hamartomas (HH) are rare lesions associated with treatment-resistant epilepsy. Open surgery results in modest seizure control (about 50%) but has a significant associated morbidity. Radiosurgery is limited to a subset of patients due to latent therapeutic effects. Magnetic resonance imaging-guided laser interstitial thermal therapy (LITT) offers a novel minimally invasive option. OBJECTIVE: To evaluate a single center's outcomes for the LITT treatment of HH...
January 13, 2018: Neurosurgery
https://www.readbyqxmd.com/read/29346524/-effects-of-a-primary-care-based-multifactorial-intervention-on-physical-and-cognitive-function-in-frail-elderly-individuals-a-randomized-controlled-trial
#9
Laura Romera-Liebana, Francesc Orfila, Josep Maria Segura, Jordi Real, Maria Lluïsa Fabra, Mercedes Möller, Santiago Lancho, Anna Ramirez, Nuria Marti, Montserrat Cullell, Nuria Bastida, Dolors Martinez, Maria Giné, Patricia Cendrós, Anna Bistuer, Elena Perez, Maria Assumpta Fabregat, Gonçal Foz
Background: Detecting and managing frailty at early stages can prevent disability and other adverse outcomes. The study aim was to evaluate whether a multifactorial intervention program could modify physical and cognitive frailty parameters in elderly individuals. Methods: We conducted a multicenter, randomized, single-blind, parallel-group trial in community-living pre-frail/frail elderly individuals in Barcelona. A total of 352 patients, aged ≥65 years old with positive frailty screening, was randomized into two groups to receive a 12-week multidisciplinary intervention or usual care, with concealed allocation...
January 16, 2018: Journals of Gerontology. Series A, Biological Sciences and Medical Sciences
https://www.readbyqxmd.com/read/29336733/impaired-visuospatial-short-term-memory-in-children-with-adhd
#10
Tadamasa Narimoto, Naomi Matsuura, Michio Hiratani
Previous studies provide clear evidence that visuospatial memory performance in children with attention-deficit/hyperactivity disorder (ADHD) is significantly lower than in typically developing children. In the present study, we investigated a major cause of their low performance using a spatial span test. Possibly, inattention resulting from lack of motivation or interest causes their low performance so that they do not correctly encode targets to be remembered. On the other hand, a deficit in temporary maintenance per se may cause their low performance; that is, their inefficient use of rehearsal during a retention interval may lead to memory traces' fast decay...
January 16, 2018: Journal of Genetic Psychology
https://www.readbyqxmd.com/read/29336010/the-unique-role-of-executive-function-skills-in-predicting-hong-kong-kindergarteners-reading-comprehension
#11
Yingyi Liu, Huilin Sun, Dan Lin, Hong Li, Susanna Siu-Sze Yeung, Terry Tin-Yau Wong
BACKGROUND: Word reading and linguistic comprehension skills are two crucial components in reading comprehension, according to the Simple View of Reading (SVR). Some researchers have posited that a third component should be involved in reading and understanding texts, namely executive function (EF) skills. AIM: This study was novel in two ways. Not only did we tested EF skills as a predictor of reading comprehension in a non-alphabetic language (i.e., Chinese) to extend the theoretical model of SVR, we also examined reading comprehension further in kindergarten children (age 5) in Hong Kong, in the attempt to reveal possible early precursors of reading comprehension...
January 15, 2018: British Journal of Educational Psychology
https://www.readbyqxmd.com/read/29335356/single-bursts-of-individual-granule-cells-functionally-rearrange-feed-forward-inhibition
#12
Máté Neubrandt, Viktor János Oláh, János Brunner, Endre Marosi, Ivan Soltesz, János Szabadics
The sparse single spike activity of dentate gyrus granule cells (DG GCs) is punctuated by occasional brief bursts of 3 to 7 action potentials. It is well-known that such presynaptic bursts in individual mossy fibers (MFs; axons of granule cells) are often able to discharge postsynaptic CA3 pyramidal cells due to powerful short-term facilitation. However, what happens in the CA3 network after the passage of a brief MF burst, before the arrival of the next burst or solitary spike, is not understood. Because MFs innervate significantly more CA3 interneurons than pyramidal cells, we focused on unitary MF responses in identified interneurons in the seconds-long post-burst period, using paired recordings in rat hippocampal slices...
January 15, 2018: Journal of Neuroscience: the Official Journal of the Society for Neuroscience
https://www.readbyqxmd.com/read/29333611/cognitive-dysfunction-after-generalized-tonic-clonic-status-epilepticus-in-adults
#13
K N Power, A Gramstad, N E Gilhus, K O Hufthammer, B A Engelsen
OBJECTIVES: Generalized tonic-clonic status epilepticus (GTC-SE) is considered a risk for cognitive impairment. Research with standardized tools is scarce and non-conclusive. We systematically assessed short-term and long-term cognitive function after GTC-SE. MATERIALS AND METHODS: Thirty-three patients were tested after the clinical post-ictal phase of GTC-SE (timepoint 1) and again after 1 year (timepoint 2). Twenty controls were examined with the same tests...
January 14, 2018: Acta Neurologica Scandinavica
https://www.readbyqxmd.com/read/29330003/effects-of-5-ht5a-receptor-blockade-on-amnesia-or-forgetting
#14
L Aparicio-Nava, L A Márquez-García, A Meneses
Previously the effects (0.01-3.0 mg/kg) of post-training SB-699551 (a 5-HT5A receptor antagonist) were reported in the associative learning task of autoshaping, showing that SB-699551 (0.1 mg/kg) decreased lever-press conditioned responses (CR) during short-term (STM; 1.5-h) or (3.0 mg/kg) long-term memory (LTM; 24-h); relative to the vehicle animals. Moreover, as pro-cognitive efficacy of SB-699551 was reported in the ketamine-model of schizophrenia. Hence, firstly aiming improving performance (conditioned response, CR), in this work autoshaping lever-press vs...
January 9, 2018: Behavioural Brain Research
https://www.readbyqxmd.com/read/29328623/mimicking-biological-synaptic-functionality-with-an-indium-phosphide-synaptic-device-on-silicon-for-scalable-neuromorphic-computing
#15
Debarghya Sarkar, Jun Tao, Wei Wang, Qingfeng Lin, Matthew Yeung, Chenhao Ren, Rehan Kapadia
Neuromorphic or "brain-like" computation is a leading candidate for efficient, fault-tolerant processing of large-scale data, as well as real-time sensing and transduction of complex multivariate systems and networks such as self-driving vehicles or Internet of Things applications. In biology, the synapse serves as an active memory unit in the neural system, and is the component responsible for learning and memory. Electronically emulating this element via a compact, scalable technology which can be integrated in a 3-D architecture is critical for future implementations of neuromorphic processors...
January 12, 2018: ACS Nano
https://www.readbyqxmd.com/read/29326266/the-epigenetic-control-of-stemness-in-cd8-t-cell-fate-commitment
#16
Luigia Pace, Christel Goudot, Elina Zueva, Paul Gueguen, Nina Burgdorf, Joshua J Waterfall, Jean-Pierre Quivy, Geneviève Almouzni, Sebastian Amigorena
After priming, naïve CD8+ T lymphocytes establish specific heritable transcription programs that define progression to long-lasting memory cells or to short-lived effector cells. Although lineage specification is critical for protection, it remains unclear how chromatin dynamics contributes to the control of gene expression programs. We explored the role of gene silencing by the histone methyltransferase Suv39h1. In murine CD8+ T cells activated after Listeria monocytogenes infection, Suv39h1-dependent trimethylation of histone H3 lysine 9 controls the expression of a set of stem cell-related memory genes...
January 12, 2018: Science
https://www.readbyqxmd.com/read/29325977/role-of-apamin-sensitive-small-conductance-calcium-activated-potassium-currents-in-long-term-cardiac-memory-in-rabbits
#17
Dechun Yin, Mu Chen, Na Yang, Adonis Z Wu, Dongzhu Xu, Wei-Chung Tsai, Yuan Yuan, Zhipeng Tian, Yi-Hsin Chan, Changyu Shen, Zhenhui Chen, Shien-Fong Lin, James N Weiss, Peng-Sheng Chen, Thomas H Everett
BACKGROUND: Apamin-sensitive small conductance calcium-activated K current (IKAS) is upregulated during ventricular pacing and masks short-term cardiac memory (CM). OBJECTIVE: - To determine the role of IKAS in long-term CM. METHODS: - CM was created with 3-5 weeks of ventricular pacing and defined by a flat or inverted T-wave off pacing. Epicardial optical mapping was performed in both paced and normal ventricles. Action potential duration (APD80) was determined during RA pacing...
January 8, 2018: Heart Rhythm: the Official Journal of the Heart Rhythm Society
https://www.readbyqxmd.com/read/29324413/skeleton-based-human-action-recognition-with-global-context-aware-attention-lstm-networks
#18
Jun Liu, Gang Wang, Ling-Yu Duan, Kamila Abdiyeva, Alex C Kot
Human action recognition in 3D skeleton sequences has attracted a lot of research attention. Recently, long short-term memory (LSTM) networks have shown promising performance in this task due to their strengths in modeling the dependencies and dynamics in sequential data. As not all skeletal joints are informative for action recognition, and the irrelevant joints often bring noise which can degrade the performance, we need to pay more attention to the informative ones. However, the original LSTM network does not have explicit attention ability...
April 2018: IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society
https://www.readbyqxmd.com/read/29324235/a-biphasic-effect-of-cross-modal-priming-on-visual-shape-recognition
#19
Sze Chai Kwok, Carlo Fantoni, Laura Tamburini, Lei Wang, Walter Gerbino
We used a cross-modal priming paradigm to evoke a biphasic effect in visual short-term memory. Participants were required to match the memorandum (a visual shape, either spiky or curvy) to a delayed probe (a shape belonging to the same category). In two-thirds of trials the sequence of shapes was accompanied by a task-irrelevant sound (either tzk or upo, cross-modally correspondent to spiky and curvy shape categories, respectively). The biphasic effect occurred when a congruent vs. incongruent sound was presented 200ms after the memorandum, while it did not occur when the sound was presented 200ms before or simultaneously with it...
January 8, 2018: Acta Psychologica
https://www.readbyqxmd.com/read/29323226/lateral-and-basal-amygdala-account-for-opposite-behavioral-responses-during-the-long-term-expression-of-fearful-memories
#20
Eugenio Manassero, Annamaria Renna, Luisella Milano, Benedetto Sacchetti
Memories of fearful events can be maintained throughout the lifetime of animals. Here we showed that lesions of the lateral nucleus (LA) performed shortly after training impaired the retention of long-term memories, assessed by the concomitant measurement of two dissociable defensive responses, freezing and avoidance in rats. Strikingly, when LA lesions were performed four weeks after training, rats did not show freezing to a learned threat stimulus, but they were able to direct their responses away from it...
January 11, 2018: Scientific Reports
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