Jyoti Prasad Deka, Phd

Jyoti Prasad Deka, Phd Email and Phone Number

Assistant Professor @ Assam Engineering College, (A.E.C)
Guwahati, AS, IN
Jyoti Prasad Deka, Phd's Location
Guwahati, Assam, India, India
Jyoti Prasad Deka, Phd's Contact Details

Jyoti Prasad Deka, Phd personal email

About Jyoti Prasad Deka, Phd

JP Deka has worked on the forecasting of time-series data using Reservoir Computing, and also on the hyperparameter tuning of his model. He has also successfully build classification models to train and test Mammogram Data, Indian Diabetes Data, etc. using Logistic Regression, Support Vector Machines, Sequential Neural Networks (Keras), etc. As of now, he is working on an unsupervised learning rule known as the Input-Correlations Only learning, which is a differential Hebbian learning rule and exploring its implications in the time-series analysis of physical systems and in the biomedical sector. Apart from this, exploration of quantum reservoir computing is another area he is interested in.

Jyoti Prasad Deka, Phd's Current Company Details
Assam Engineering College, (A.E.C)

Assam Engineering College, (A.E.C)

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Assistant Professor
Guwahati, AS, IN
Jyoti Prasad Deka, Phd Work Experience Details
  • Assam Engineering College, (A.E.C)
    Assistant Professor
    Assam Engineering College, (A.E.C)
    Guwahati, As, In
  • Girijananda Chowdhury University
    Assistant Professor
    Girijananda Chowdhury University Aug 2023 - Present
    Guwahati, Assam, India
    I am primarily tasked with the job of teaching undergraduate students in the university. In addition, I am also currently working on the implications of my work experience in IFISC in diverse areas such as nonlinear time-series analysis and biomedical conditions. I also have plans to explore this technique in the predictive analytics of nonlinear phenomena such as rogue waves in optical systems and also in quantum phenomena such as continuous variable quantum entanglement in optomechanical… Show more I am primarily tasked with the job of teaching undergraduate students in the university. In addition, I am also currently working on the implications of my work experience in IFISC in diverse areas such as nonlinear time-series analysis and biomedical conditions. I also have plans to explore this technique in the predictive analytics of nonlinear phenomena such as rogue waves in optical systems and also in quantum phenomena such as continuous variable quantum entanglement in optomechanical systems. In addition, I am also guiding students in the numerical simulation of nonlinear systems and in the characterization of chaotic dynamics. Show less
  • Ifisc Institute For Cross-Disciplinary Physics And Complex Systems (Csic-Uib)
    Postdoctoral Researcher
    Ifisc Institute For Cross-Disciplinary Physics And Complex Systems (Csic-Uib) Apr 2022 - Dec 2022
    Palma, Balearic Islands, Spain
    I worked in IFISC-UIB as a postdoctoral scholar in the project titled 'Adaptive Optical Dendrites'. I had explored Dendritic Computation in Multimode Optical Fibres and the implications of ICO (Input Correlations Only) Learning in Photonic Systems, the latter shows promising results in the biomedical sector.
  • Pub-Kamrup College
    Assistant Professor (Temporary)
    Pub-Kamrup College Dec 2020 - Dec 2021
    India
    As an Assistant Professor here, I had instructed the students in Statistical Physics, Quantum Physics, Mathematical Methods of Physics and Astrophysics and Cosmology. In addition to this, I had also instructed the students in Python programming and helped them to solve problems of Linear Regression, Evaluation of Special Functions and Numerical Solution of Linear Equations using Gaussian Elimination and Gauss-Siedel Method.
  • Indian Institute Of Technology, Guwahati
    Phd Student
    Indian Institute Of Technology, Guwahati Dec 2014 - Jul 2019
    Guwahati Area, India
    I completed my doctorate from the Department of Physics, Indian Institute of Technology Guwahati in 2019. My PhD thesis is titled 'Nonlinear Dynamics in Parity-Time Symmetric Optical Systems' and therein, I reported the numerous nonlinear phenomena that could be observed in photonic systems such as turbulent chaos, transient chaos, extreme events, periodic noise signals and so on.
  • Iit Guwahati
    Dst Project Fellow
    Iit Guwahati Apr 2014 - Sep 2015
    Guwahati, Assam
    I worked as a Junior Research Fellow in the project entitled ’Parity-time Symmetry in Nonlinear Optics’ funded by the Department of Science and Technology - Science and Engineering Research Board, Government of India (DST-SERB). During this period, I co-authored the following publication from my work in this project.S. K. Gupta, J. P. Deka and A. K. Sarma, European Physical Journal D 69, 199 (2015).
  • Iucaa, Pune
    Ias Summer Research Fellow
    Iucaa, Pune Jun 2011 - Jul 2011
    Pune Area, India
    I was awarded the Indian Academy of Sciences' Summer Research Fellowship to work under the supervision of Prof. Dipankar Bhattacharyya in the Inter University Centre for Astronomy and Astrophysics. In this fellowship, one of the most important lesson that I learnt is solving the mathematical model of a system on pen and paper and solving the same in a computer simulation is two entirely different jobs and this helped me a lot during my PhD.

Jyoti Prasad Deka, Phd Skills

Numerical Analysis C++ Research Matlab C Microsoft Office Powerpoint Microsoft Word Gcc Computational Physics Computational Mathematics Astrophysics Theory Astronomy Plasma Physics Physics Scientific Computing Nikon Dslr Digital Photography Portrait Photography

Jyoti Prasad Deka, Phd Education Details

Frequently Asked Questions about Jyoti Prasad Deka, Phd

What company does Jyoti Prasad Deka, Phd work for?

Jyoti Prasad Deka, Phd works for Assam Engineering College, (A.e.c)

What is Jyoti Prasad Deka, Phd's role at the current company?

Jyoti Prasad Deka, Phd's current role is Assistant Professor.

What is Jyoti Prasad Deka, Phd's email address?

Jyoti Prasad Deka, Phd's email address is jy****@****ail.com

What schools did Jyoti Prasad Deka, Phd attend?

Jyoti Prasad Deka, Phd attended Indian Institute Of Technology, Guwahati, Delhi University, Delhi University.

What are some of Jyoti Prasad Deka, Phd's interests?

Jyoti Prasad Deka, Phd has interest in Social Services, Children, Digital Photography And Travelling, Science And Technology, Digital Photography, Trekking And Travelling, Animal Welfare.

What skills is Jyoti Prasad Deka, Phd known for?

Jyoti Prasad Deka, Phd has skills like Numerical Analysis, C++, Research, Matlab, C, Microsoft Office, Powerpoint, Microsoft Word, Gcc, Computational Physics, Computational Mathematics, Astrophysics.

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