Miracle-dz/UniFAR-FTUs huggingface dataset:
Spectral Analysis of Fractionally-Spaced MMSE Equalizers and Stability of the LMS Algorithm

In the communication systems that use a linear modulation scheme for transmission, the fractionally-spaced (FS) samples of the received signal constitute a wide-sense cyclostationary time series. Hence, the standard Fourier transform techniques cannot be used to study the spectral characteristics of the received FS samples or to derive the transfer function (TF) of the corresponding digital minimum mean-square error (MMSE) receiver. In this paper, an analytical expression for the TF of the FS MMSE equalizer is derived, which includes the effects of the continuous-time to discrete-time (C/D) converter used at the receiver front end. Using this TF, the sources of instability of the FS least-mean-square (LMS) algorithm and the effects of the equalizer length and sampling phase on convergence of the LMS algorithm are explained. For stabilization of the FS LMS algorithm, conditions on the front-end C/D converter are provided, such that, when satisfied the LMS algorithm becomes more stable and the learning characteristics of the modified receiver are better than the leaky-FS LMS algorithm. Theoretical results are corroborated by simulations.
Decoding semantic information from human electrocorticographic (ECoG) signals

This study examined the feasibility of decoding semantic information from human cortical activity. Four human subjects undergoing presurgical brain mapping and seizure foci localization participated in this study. Electrocorticographic (ECoG) signals were recorded while the subjects performed simple language tasks involving semantic information processing, such as a picture naming task where subjects named pictures of objects belonging to different semantic categories. Robust high-gamma band (60–120Hz) activation was observed at the left inferior frontal gyrus (LIFG) and the posterior portion of the superior temporal gyrus (pSTG) with a temporal sequence corresponding to speech production and perception. Furthermore, Gaussian Naïve Bayes and Support Vector Machine classifiers, two commonly used machine learning algorithms for pattern recognition, were able to predict the semantic category of an object using cortical activity captured by ECoG electrodes covering the frontal, temporal and parietal cortices. These findings have implications for both basic neuroscience research and development of semantic-based brain-computer interface systems (BCI) that can help individuals with severe motor or communication disorders to express their intention and thoughts.
Preparation and properties of cryogel based on poly(hydroxypropyl methacrylate)

Abstract A novel supermacroporous poly(hydroxypropyl methacrylate) (p(HPMA)) cryogel was synthesized by cryogelation method at –16 °C. In this synthesis process, HPMA was used as a monomer, and N,N′-methylenebisacrylamide (MBAAm) was used as cross-linker; the reaction was carried out in the presence of redox initiator pair N,N,N′,N′-tetramethylene diamine (TEMED) and ammonium persulfate (APS). The effect of monomer concentration, cross-linker content, cooling rate, and dioxane co-solvent were determined with respect to the pore structure, mechanical behavior, swelling degree, and porosity of cryogel. The ESEM images indicate that the pore wall structure of cryogels was rough; moreover, small holes were present in the pore walls of cryogels. The result of compression test indicates that cryogels can be compressed by at least 80% without any breakdown. The result of swelling kinetics indicates that cryogels attain swelling equilibrium in 10 s. Furthermore, p(HPMA)-Cu2+ cryogel was prepared by loading Cu2+ ions on functionalized poly(hydroxypropyl methacrylate)-iminodiacetic acid (p(HPMA)-IDA) cryogel. We investigated the adsorption of bovine serum albumin (BSA) on cryogels. The results indicate that compared to Freundlich isotherm, Langmuir isotherm could more suitably describe the adsorption process of BSA on cryogels. Meanwhile, the adsorption capacity of p(HPMA)-Cu2+ cryogel was significantly greater than that of p(HPMA) cryogel. The maximum adsorption capacity of BSA on p(HPMA)-Cu2+ cryogel, which was treated with 1 M Cu2+ ions, was as high as 196.87 mg/g cryogel (equivalent to 20.48 mg/mL cryogel) at 25 °C and pH = 7.8; therefore, the maximum adsorption capacity of BSA on p(HPMA)-Cu2+ cryogel was 4.35 times higher than that of p(HPMA) cryogel. Thus, the adsorption capacity of cryogels was strongly influenced by Cu2+ concentration, moreover, temperature changes clearly affected the adsorption capacity of p(HPMA)-Cu2+cryogel. The adsorption capacity at 25 °C was twice as that at 15 °C. By calculating Gibbs free energy change (∆G) of adsorption, we found that the adsorption process was spontaneous; moreover, adsorption process occurred better at higher temperature.
What Is Vascular Behçet’s Disease?

Vascular Behçet’s disease (BD) would keep risk of anastomotic pseudoaneurysm due to deterioration of the disease even after vascular surgery was successfully done. Therefore, it is one of the least-welcome diseases for vascular surgeons. There still exist several points on a concept and criteria of the vascular BD which not only general practitioners but also the vascular surgeons do not understand. Clinical findings strongly suspecting vascular BD are follows; saccular aneurysms without atherosclerosis developed in younger than 50-year-old patients, superior vena cava syndrome or deep vein thrombosis in bilateral legs without apparent causes, and multiple superficial thrombophlebitis, etc. It is very difficult to make a diagnosis of BD in the patients whose onset of the disease is a vascular lesion, because vascular BD combines few ocular lesions. In such case, it is very important to find out not only oral and genital ulceration, but also past history of arthritis. To establish the vascular BD, we vascular surgeons have to collect cases of the vascular BD and to revise criteria of the disease. (This is a translation of Jpn J Vasc Surg 2017; 26: 19–23.)
“Won’t Somebody Think of the Children?” Examining COPPA Compliance at Scale

Abstract We present a scalable dynamic analysis framework that allows for the automatic evaluation of the privacy behaviors of Android apps. We use our system to analyze mobile apps’ compliance with the Children’s Online Privacy Protection Act (COPPA), one of the few stringent privacy laws in the U.S. Based on our automated analysis of 5,855 of the most popular free children’s apps, we found that a majority are potentially in violation of COPPA, mainly due to their use of thirdparty SDKs. While many of these SDKs offer configuration options to respect COPPA by disabling tracking and behavioral advertising, our data suggest that a majority of apps either do not make use of these options or incorrectly propagate them across mediation SDKs. Worse, we observed that 19% of children’s apps collect identifiers or other personally identifiable information (PII) via SDKs whose terms of service outright prohibit their use in child-directed apps. Finally, we show that efforts by Google to limit tracking through the use of a resettable advertising ID have had little success: of the 3,454 apps that share the resettable ID with advertisers, 66% transmit other, non-resettable, persistent identifiers as well, negating any intended privacy-preserving properties of the advertising ID.
Epidemic SIR model on a random geometric graph: new mobility induced phase transitions

We study the epidemic SIR model where each agent (susceptible, infected, or recovered) is able to move by performing a random walk with displacements $v$ and thus creating a different random geometric network at each iteration. Each susceptible agent can become infected with an infection rate $b$ and each infected agent becomes recovered with an immunization rate $c$, where $b+c=1$. We perform nonequilibrium Monte Carlo simulations in order to observe the effect of $v$ on the phase transition between the active and absorbing phases considering an interaction distance $\delta$, i.e., each agent interacts only with the neighbors that are at distance $\delta$ from it. We take into account the asynchronous updating scheme and compare our results with the standard SIR model. We found that for $v>0$ destroys the phase transition at $c=c_0$ and creates a line of phase transition points in the $v$ dependent $(c,\delta)$ space.
milliProxy: A TCP proxy architecture for 5G mmWave cellular systems

TCP is the most widely used transport protocol in the internet. However, it offers suboptimal performance when operating over high bandwidth mmWave links. The main issues introduced by communications at such high frequencies are (i) the sensitivity to blockage and (ii) the high bandwidth fluctuations due to Line of Sight (LOS) to Non Line of Sight (NLOS) transitions and vice versa. In particular, TCP has an abstract view of the end-to-end connection, which does not properly capture the dynamics of the wireless mmWave link. The consequence is a suboptimal utilization of the available resources. In this paper we propose a TCP proxy architecture that improves the performance of TCP flows without any modification at the remote sender side. The proxy is installed in the Radio Access Network, and exploits information available at the Next Generation Node Base (gNB) in order to maximize throughput and minimize latency.
Taurine-sulfur assimilation and taurine-pyruvate aminotransferase activity in anaerobic bacteria

We demonstrated the ability of strictly fermentative, as well as facultatively fermentative, bacteria to assimilate sulfonate sulfur for growth. Taurine (2-aminoethanesulfonate) can be utilized by Clostridium pasteurianum C1 but does not support fermentative growth of two Klebsiella spp. and two different Clostridium spp. However, the latter are able to assimilate the sulfur of a variety of other sulfonates (e.g., cysteate, 3-sulfopyruvate, and 3-sulfolactate) anaerobically. A novel taurine-pyruvate aminotransferase activity was detected in cell extracts of C. pasteurianum C1 grown with taurine as the sole sulfur source. This activity was not detected in extracts of other bacteria examined, in C. pasteurianum C1 grown with sulfate or sulfite as the sulfur source, or in a Klebsiella isolate assimilating taurine-sulfur by aerobic respiration. More common aminotransferase activities (e.g., with aspartate or glutamate as the amino donor and pyruvate, oxalacetate, or (alpha)-ketoglutarate as the amino acceptor) were present, no matter what sulfur source was used for growth. Partial characterization of the taurine-pyruvate aminotransferase revealed an optimal temperature of 37(deg)C and a broad optimal pH range of 7.5 to 9.5.
Sequential Convolutional Residual Network for Image Recognition

In this letter, we propose a sequential convolutional residual network, where we first analyze a tangled network architecture using simplified equations and determine the critical point to untangle the complex network architecture. Although the residual network shows good performance, the learning efficiency is not better than expected at deeper layers because the network is excessively intertwined. To solve this problem, we propose a network in which the information is transmitted sequentially. In this network architecture, the neighboring layer output adds the input of the current layer and iteratively passes its result to the next sequential layer. Thus, the proposed network can improve the learning efficiency and performance by successfully mitigating the complexity in deep networks. We show that the proposed network performs well on the Cifar-10 and Cifar100 datasets. In particular, we prove that the proposed method is superior to the baseline method as the depth increases. key words: deep learning, convolutional neural network, residual network
Deviant Processing in the Primary Somatosensory Cortex

Abstract Stimulus‐specific adaptation (SSA) to repetitive stimulation has been proposed to separate behaviorally relevant features from a stream of continuous sensory information. However, the exact mechanisms giving rise to SSA and cortical deviance detection are not well understood. We therefore used an oddball paradigm and multicontact electrodes to characterize single‐neuron and local field potential responses to various deviant stimuli across the rat somatosensory cortex. Changing different single‐whisker stimulus features evoked robust SSA in individual cortical neurons over a wide range of stimulus repetition rates (0.25‐80 Hz). Notably, SSA was weakest in the granular input layer and significantly stronger in the supra‐ and infragranular layers, suggesting that a major part of SSA is generated within cortex. Moreover, we found a small subset of neurons in the granular layer with a deviant‐specific late response, occurring roughly 200 ms after stimulus offset. This late deviant response exhibited true‐deviance detection properties that were not explained by depression of sensory inputs. Our results show that deviant responses are actively amplified within cortex and contain an additional late component that is sensitive for context‐specific sensory deviations. This strongly implicates deviance detection as a feature of intracortical stimulus processing beyond simple sensory input depression.
Crowd sourcing difficult problems in protein science*

Dedicated computing resources are expensive to develop, maintain, and administrate. Frequently, research groups require bursts of computing power, during which progress is still limited by available computing resources. One way to alleviate this bottleneck would be to use additional computing resources. Today, many computing devices remain idle most of the time. Passive volunteer computing exploits this unemployed reserve of computing power by allowing device‐owners to donate computing time on their own devices. Another complementary way to alleviate bottlenecks in computing resources is to use more efficient algorithms. Engaging volunteer computing employs human intuition to help solve challenging problems for which efficient algorithms are difficult to develop or unavailable. Designing engaging volunteer computing projects is challenging but can result in high‐quality solutions. Here, we highlight four examples.
[Safety and effect of transurethral holmium laser enucleation of the prostate versus bipolar transurethral plasmakinetic prostatectomy for benign prostatic hyperplasia: A meta-analysis].

Objective To evaluate the safety and effect of transurethral holmium laser enucleation of the prostate (HoLEP) in comparison with bipolar transurethral plasmakinetic prostatectomy (TUPKP) in the treatment of benign prostatic hyperplasia (BPH). METHODS We searched the databases of PubMed, SCI, Ovid, The Cochrane Library, CNKI, CBM, VIP, and Wangfang Data for controlled clinical trials about HoLEP versus TUPKP in the treatment of BPH published up to April 2016. The studies were screened according to the inclusion and exclusion criteria, the data extracted, and their quality evaluated by 2 reviewers independently, followed by a meta-analysis using the RevMan 5.3 software. RESULTS A total of 7 studies were included, involving 2031 cases. In comparison with TUPKP, HoLEP showed significantly longer operation time (WMD = 24.61, 95% CI 11.88, 37.34, P lt; 0.001), shorter hospital stay (WMD =－1.91, 95% CI －3.74, －0.07, P = 0.04), shorter bladder irrigation time (WMD = －21.50, 95% CI －34.95, －8.06, P = 0.002), shorter catheter-indwelling time (WMD = －27.60, 95% CI －48.17, －7.03, P = 0.009), less hemoglobin loss (WMD = － 0.42, 95% CI －0.78, －0.07, P = 0.02); lower postvoid residual urine (PVR) at 3 months (WMD = －3.35, 95% CI －4.46, －2.23, P<0.001) and 6 months after surgery (WMD =－1.11, 95% CI －2.18, －0.05, P = 0.04); higher maximum urinary flow rate (Qmax) (WMD = 0.42, 95% CI 0.04, 0.80, P = 0.03) and fewer urinary tract irritation symptoms (OR =0.58, 95% CI 0.41, 0.81, P = 0.002) at 12 months after surgery. No statistically significant differences were found between the two groups in the volume of resected tissue, serum sodium reduction, urethral stricture, erectile dysfunction, retrograde ejaculation, or transient urinary incontinence (P>0.05), or in the improvement of the quality of life (QoL) at 1, 3 and 12 months, International Prostate Symptom Score (IPSS) at 1, 3, 6 and 12 months, Qmax at 1, 3 and 6 months, or International Index of Erectile Function-5 (IIEF-5) at 6 months after surgery (P>0.05). CONCLUSIONS HoLEP is preferred to TUPKP in clinical application for its advantages of higher Qmax at 12 months after surgery, lower PVR at 3 and 6 months, higher peri-operative safety, faster recovery, and fewer urinary tract irritation symptoms. However, for the quantity and quality limitations of the included publications, our findings are to be further supported by large-sample, multi-center, and high-quality prospective controlled clinical studies.
NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning

Video learning is an important task in computer vision and has experienced increasing interest over the recent years. Since even a small amount of videos easily comprises several million frames, methods that do not rely on a frame-level annotation are of special importance. In this work, we propose a novel learning algorithm with a Viterbi-based loss that allows for online and incremental learning of weakly annotated video data. We moreover show that explicit context and length modeling leads to huge improvements in video segmentation and labeling tasks and include these models into our framework. On several action segmentation benchmarks, we obtain an improvement of up to 10% compared to current state-of-the-art methods.
A Family of Layered Phosphates Crystallizing in a Rare Geometrical Isomer of the Phosphuranylite Topology: Synthesis, Characterization, and Computational Modeling of A4[(UO2)3O2(PO4)2] (A = Alkali Metal) Exhibiting Intralayer Ion Exchange.

Single crystals of eight new layered uranyl phosphates were grown from alkali chloride fluxes: Cs1.4K2. 6[(UO2)3O2(PO4)2], Cs0.7K3. 3[(UO2)3O2(PO4)2], Rb1.4K2. 6[(UO2)3O2(PO4)2], K4[(UO2)3O2(PO4)2], K2.9Na0. 9Rb0.2[(UO2)3O2(PO4)2], K2.1Na0. 7Rb1.2[(UO2)3O2(PO4)2], Cs1.7K4. 3[(UO2)5O5(PO4)2], and Rb1.6K4. 4[(UO2)5O5(PO4)2]. All structures crystallize in the monoclinic space group, P21/ c and contain uranyl phosphate layers with alkali metals located between the layers for charge balance. Ion exchange experiments on Cs0.7K3. 3[(UO2)3O2(PO4)2], Rb1.4K2. 6[(UO2)3O2(PO4)2], and K4[(UO2)3O2(PO4)2] demonstrated that Cs and Rb cations cannot be exchanged for K cations; however, K cations can be readily exchanged for Na, Rb, and Cs. Enthalpies of formation were calculated from density functional theory (DFT) and volume-based thermodynamics (VBT) for all six structures. A value for the enthalpy of formation of the phosphuranylite sheet, [(UO2)3O2(PO4)2]4-, was derived using single-ion additive methods coupled with VBT. DFT and VBT calculations were used to justify results of the ion exchange experiments. Cs0.7K3. 3[(UO2)3O2(PO4)2], Rb1.4K2. 6[(UO2)3O2(PO4)2], and K4[(UO2)3O2(PO4)2] exhibit typical luminescence of the uranyl group.
In Situ Investigations of Mechanochemical One-Pot Syntheses.

We present an in situ triple coupling of synchrotron X-ray diffraction with Raman spectroscopy, and thermography to study milling reactions in real time. This combination of methods allows a correlation of the structural evolution with temperature information. The temperature information is crucial for understanding both the thermodynamics and reaction kinetics. The reaction mechanisms of three prototypical mechanochemical syntheses, a cocrystal formation, a C-C bond formation (Knoevenagel condensation), and the formation of a manganese-phosphonate, were elucidated. Trends in the temperature development during milling are identified. The heat of reaction and latent heat of crystallization of the product contribute to the overall temperature increase. A decrease in temperature occurs via release of, for example, water as a by-product. Solid and liquid intermediates are detected. The influence of the mechanical impact could be separated from temperature effects caused by the reaction.
Fluorescent biological aerosol particles measured with the Waveband Integrated Bioaerosol Sensor WIBS-4: laboratory tests combined with a one year field study

Abstract. In this paper bioaerosol measurements conducted with the Waveband Integrated Bioaerosol Sensor mark 4 (WIBS-4) are presented. The measurements comprise aerosol chamber characterization experiments and a one-year ambient measurement period at a semi-rural site in South Western Germany. This study aims to investigate the sensitivity of WIBS-4 to biological and non-biological aerosols and detection of biological particles in the ambient aerosol. Several types of biological and non-biological aerosol samples, including fungal spores, bacteria, mineral dust, ammonium sulphate, combustion soot, and fluorescent polystyrene spheres, were analyzed by WIBS-4 in the laboratory. The results confirm the sensitivity of the ultraviolet light-induced fluorescence (UV-LIF) method to biological fluorophores and show the good discrimination capabilities of the two excitation wavelengths/detection wavebands method applied in WIBS-4. However, a weak cross-sensitivity to non-biological fluorescent interferers remains and is discussed in this paper. All the laboratory studies have been undertaken in order to prepare WIBS-4 for ambient aerosol measurements. According to the one-year ambient aerosol study, number concentration of fluorescent biological aerosol particles (FBAP) show strong seasonal and diurnal variability. The highest number concentration of FBAP was measured during the summer term and decreased towards the winter period when colder and drier conditions prevail. Diurnal FBAP concentrations start to increase after sunset and reach maximum values during the late night and early morning hours. On the other hand, the total aerosol number concentration was almost always higher during daytime than during nighttime and a sharp decrease after sunset was observed. There was no correlation observed between the FBAP concentration and the meteorological parameters temperature, precipitation, wind direction and wind speed. However, a clear correlation was identified between the FBAP number concentration and the relative humidity. Humidity-controlled release mechanisms of some fungal spore species are discussed as a possible explanation.