Dementia Detection Using LSTM and GRU

Neuro-degenerative infections, like dementia, can affect discourse, language, and the ability of correspondence.A new report to work on the precision of dementia identification examined the utilization of conversation analysis(CA) of meetings between patients and nervous system specialists to recognize reformist neuro-degenerative(ND) memory issues patients and those with (non-reformist) FMD (Functional Memory Disorder). In any case,manual CA is expensive for routine clinical use and hard proportional. In this work, we present an early dementiadiscovery framework utilizing discourse acknowledgment and examination dependent on NLP method andacoustic component handling strategy apply on various element extraction and learning using LSTM (LongShort-Term Memory) and GRU which strikingly catches the transient provisions and long haul conditions fromauthentic information to demonstrate the abilities of grouping models over a feed-forward neural organization inestimating discourse investigation related issues. Dementia dataset is taken where the audio file is considered forspeech recognition analysis on basis of that data is generated and it is predefined given in dementia data databank.That audio file is converted to text based on speech analysis. Using LSTM and GRU gives efficient results

Evaluation of Biopesticides against Spotted Alfalfa Aphid, \u3cem\u3e Therioaphis \u3c/em\u3e spp on Alfalfa

Alfalfa or Lucerne, Medicago sativa L. recognised as the oldest among the forage crops, also called as Queen of forages is considered as a superior feed for dairy, horses etc because it is quickly digested, relatively high in protein, low in NDF, excellent source of Ca, Mg, P, vit D and carotene. As a legume it is also known to improve soil structure because it is effective source of biological nitrogen. It mainly suffers both qualitatively and quantitatively from the spotted alfalfa aphid, Therioaphis maculata and pea aphid, Acyrthosiphon pisum. Green fodder yield losses were reported to be 33% in alfalfa due to aphid in new Mexico. Since insecticide usage is discouraged in fodder crops, it was intended to manage the spotted alfalfa aphid with few of the available biopesticides

Studies on Silvi-pasture Systems for Intensive Fodder Production

Silvi-pastoral system with suitable species of trees and grasses help in increasing the land productivity and also maintain environmental potentialities. Moreover, deep root system of trees bind the soil, reduces erosion and extracts moisture from deeper strata of the soil. The effects of tree species on associated crops in agro forestry system are not consistent. The association of cereal and legume forages not only maintains similar level of herbage yield but also nearly doubles the crude protein production. Study of the right combination of tree species and associated crop in agro forestry for this region is the need of the hour. However, meager information is available on silvi pastoral systems with different grass legume components, hence present investigation was undertaken

Evaluation of Grasslands of Mahboobnagar District, Telangana State

Telangana state is gifted with rich livestock resources; 50.3 lakh cattle, 41.9 lakh buffaloes, 128.7 lakh sheep and 46.7 lakh goats ( Livestock census, 2012).The district of Mahboobnagar in this newly formed State is known for its huge cattle, sheep and goat population. The district ranks first in sheep (37, 30,689) and goat (6, 87,066) population among all districts of state, though ranks second and sixth in cattle and buffalo population, respectively (Live stock census, 2012). The most common sources of fodder to feed these livestock are crop residues (68%), forages from common property resources (CPRs) like forests, pastures and grazing lands (25%), cultivated fodders (3%) and other feeds such as concentrates etc contributes 4%. Though the area under fodder crops is significantly high in this district (24,153 ha), there is a wide gap between the demand and supply. The cultivated forage crops are fed inevitable to cattle while sheep and goat are often fed exclusively by grazing. Owing to \u3c 700 mm annual rainfall and aberrations in climate, the area under natural pastures and grasslands is shrinking; is just 17,560 ha population (LUP Report, 201314) which seldom supports huge sheep and goat. There is a need to identify and evaluate these grasslands for forage quality as these are the only source of fodder for sheep and goat in the district. Hence, a survey had been taken up to document the various plant species under grasslands along with nutritional evaluation

Resiliensi Mahasiswa Korban Toxic Relationship

The background of this research is that there are students at IAKN Manado who have experienced unhealthy relationships or are said to be in toxic relationships. The purpose of this study is to identify how the resilience of students who are victims of toxic relationships, along with efforts to build resilience after a toxic relationship occurs. This study uses a qualitative method with a case study approach. This research was conducted on 3 students at the IAKN Manado campus, with data collection techniques through observation, interviews, and documentation. In this study the researchers got the results that proved that there was a toxic relationship phenomenon among the three students on the Manado IAKN campus, these three students had experienced physical and verbal violence and were not released in carrying out activities, for example in lectures, social activities such as spiritual activities, and also in a friendship environment, thus making these students experience pressure and stress

Assessment of Fodder Production Potential of Lucerne (\u3cem\u3eMedicago sativa\u3c/em\u3e L.) Genotypes for Sustainable Live Stock Production

Lucerne (Medicago sativa L.) is a temperate perennial legume capable of producing high quality forage throughout the year. The plant also contains sufficient concentrations of vitamins and most minerals for all classes of livestock. Livestock production can be substantially increased by using lucerne. It is a persistent, productive as well as heat and drought resistant crop which provides better and wet seasons. It tolerates short spell of drought but not water logging and high humidity in the rainy season. Cultivated lucerne is an out crossing auto- tetraploid plant developed by combining different M. sativa and M. falcate germplasm sources in order to maximize heterosis and to secure multiple pest resistance (Gherardi et al., 1998)

Pembuatan Media Pembelajaran Pengukuran Viskositas Dengan Menggunakan Viskometer Dua Kumparan Dan Freewave3

Saat ini banyak cara dilakukan untuk meningkatkan kualitas pembelajaran dengan memanfaatkan media pembelajaran yang dirancang sendiri oleh guru. Pada penelitian dirancang media pembelajaran yaitu mengukur viskositas oli menggunakan metode viskositas bola jatuh dengan memanfaatkan dua kumparan sebagai sensor pendeteksi. Dimana dua kumparan dihubungkan dengan osiloskop dan hasilnya diolah menggunakan software freewave3. Dengan memberikan sinyal sinusoidal pada kumparan dan menjatuhkan bola kedalam tabung yang berisi fluida, akan didapatkan informasi Perubahan tegangan saat bola tepat melewati kumparan. Dari data yang terekam pada software freewave3 dapat dihitung besar kecepatan terminal bola. Kecepatan terminal bola ditentukan dengan menghitung gradien dari grafik jarak terhadap waktu. Sehingga didapatkan nilai viskositas oli sebesar μ=0.85 Ns/m2. Lembar kerja siswa diuji cobakan pada beberapa mahasiswa dan didapatkan 87,5% mahasiswa menganggap bahwa pengukuran viskositas dengan menggunakan viskometer dua kumparan adalah hal baru bagi mereka, mudah diikuti, mempermudah dalam memahami dan menghitung viskositas fluida, dan memotivasi mereka dalam belajar fisika. Nowadays, there are many ways done to improve quality of learning by taking benefits from learning media designed by teacher. In this research, a viscosity measurement learning media was designed by applying two coils as transducer. Two coils were connected to osciloscop and the result was managed by freeware3 software. By giving sinusiodal signal to the coils dan droping ball into the tube containing oilt, an information of voltage change at the time of the ball passes the coil will be gathered. From the recorded data, the ball terminal velocity can be found by calculating the slope of distance-time graph, with the result of μ=0.85 Ns/m2. Student worksheets were distributed to several students and it was found that 87,5 % of the students considered that the measurement was a new thing for them , easy to follow , make them easier to understand and calculate the viscosity of the fluid , and motivate them to learn physics

Evaluation of Grasses Raised through Sewage Water in Musi, Hyderabad

Growing of various crops utilizing sewage is a common scenario in many urban and sub-urban areas. The crops mostly include forage crops, leafy vegetables, vegetables and sometimes food grains. These sewage waters are known to contain undesirable constituents like heavy metals, pesticide residues besides, harmful pathogens. These undesirable components can make way very possibly from sewage to soils, plant parts; there by to even milk, thus entering into food chain. Musi, a tributary of Krishna on whose banks Hyderabad lays is the main fodder bank of the city. Thousand of hactares of land resembling vast grassland ecosystem is under cultivation of forage crops. Para grass (Bracharia mutica) is the dominant crop grown in and around Musi along with several other crops. So far the path of the undesirable factors in sewage into forage crops and thereby food chain is not studied. Hence, this work is emphasized to study the level of pesticide residues in soil, water and plant

Yield and Quality of Dual Purpose Sorghum-Fodder Cowpea Cropping System as Influenced by Integrated Nutrient Management

Integrated nutrient management in cropping system ensures higher fertilizer use efficiency through balanced combination of organic manures and chemical fertilizers. INM is required to stimulate sustainability in production of crops in cropping sequence. Sorghum is commonly grown for grain and fodder in different agro-climatic regions of Andhra Pradesh. The crop can be grown both in kharif and rabi season. In our country, sorghum provides a cheap source of dietary carbohydrate and energy. Sorghum is a C4 plant species however grain and fodder yields are low mainly because of low inputs. Since it is not precisely known that what would be the most advantageous combination of organic manure and inorganic nitrogen fertilizer to get maximum yield from sorghum crop, this experiment was formulated. Fodder cowpea is also included as rabi crop to quantify residual effect of nutrients in the system