Search

3 articles for “GRU”

• Published Subscription 29 May 2024

  Intrusion Detection System Using Gated Recurrent Neural Network

  By Purushotam Naidu K., S. Deepika, N. Sri Ramya, N. Sharmila, K. Vaishnavi, P. Bhavitha

  Abstract: In the realm of cybersecurity, the constant evolution of threats demands sophisticated intrusion detection systems (IDSs) capable of discerning intricate patterns in network traffic. This study proposes an IDS leveraging the capabilities of gated recurrent neural networks (GRNNs) to enhance the detection of anomalies and potential security breaches. The GRNN architecture, employing mechanisms like long short-term memory (LSTM) and gated recurrent unit (GRU), demonstrates efficacy in capturing long-range dependencies within …

  Published in International Journal of Software Computing and Testing · Vol. 10, Issue 1, 2024 · pp. 1–8 Read article →

• Published Subscription 4 Jun 2019

  MONITORING AND MANAGEMENT OF INSECT PESTS OF MAIZE IN KATHMANDU VALLEY

  By Sophiya Shrestha, Yubak Dhoj GC, Sanu Krishna Maharjan

  Abstract: Monitoring study was carried out through survey in Kathmandu valley (Ramkot -5 Kathmandu district, Katunje -5, Bhaktapur district and Bungmati -25 Lalitpur district). Both qualitative and quantitative research approach was use with an objective to find the insect pests of maize in Kathmandu valley. Survey information was collected from 100 households randomly; 33 households from Kathmandu and Lalitpur districts and 34 households from Bhaktapur district during mid - June 2017 …

  Published in International Journal of Agrochemistry · Vol. 5, Issue 1, 2019 · pp. 8–15 Read article →

• Published Subscription 9 Jul 2021

  Study of Attenuation Coefficient of Cu, Ag & Au

  By A. K. Upadhyay

  Abstract: The Absorption coefficient or Ultrasonic attenuation of Cu, Ag & Au at the range of 1 GHz using the calculated values of mason non-linearity parameter, ultrasonic Gruneisen parameter, thermal relaxation time and Debye average velocity along with ultrasonic wave velocity and elastic constant have been studied. This is useful to understanding the mechanism of interaction between acoustic wave and crystal lattice. The work is also beneficial to resolve various problem …

  Published in International Journal of Composite Materials and Matrices · Vol. 7, Issue 1, 2021 · pp. 1–7 Read article →