Brief Bio

My Name is Amiya Patanaik

I am currently a post doctoral research fellow at Cognitive Neuroscience Laboratory, Duke-National University of Singapore, headed by Prof. Michael Chee. Currently I am involved in the multi-modal study of sleep. Many interesting patterns are expected to be uncovered connecting vigilance, attention, memory and behavioral performance with different micro-architectures of sleep. I am also looking at possible predictive markers of vigilance and drowsiness. I did my graduate studies at Nanyang Technological University - Singapore under the supervision of Dr. Kwoh Chee Keong. My broad level interests lie in statistical modeling and machine learning. I got my bachelors with honours in energy engineering from Indian Institute of Technology - Kharagpur. I worked at Solar Semiconductor Pvt. Ltd. in the capacity of system integration engineer for one year where I was responsible for the design of solar power plants. I am founder and director of Arkenstone Technologies Pvt. Ltd., a company specializing in software development and analytics. I am a director at Sustainable Growth Initiative, a section 25 non-profit specializing in energy consulting and analytics. There are no clear boundaries between my professional and personal interests; In my own time I like to explore the broader applications of my research. I am an amateur photographer who loves to travel. In my spare time I love watching movies and TV series, reading, cooking and talking with friends on myriad of topics. I love to swim and play tennis and squash.

Email

personal: amiyain<at the rate>gmail.com
academic: amiya<at the rate>duke-nus.edu.sg
professional: amiya<at the rate>arkenstonetech.com

Publications

Peer Reviewed Journal and Conference Papers

  1. Patanaik, A., Kwoh, C. K., Chua, E. C. P., Gooley, J. J. and Chee, M. W. L. (2014, In-Press) Classifying vulnerability to sleep deprivation using baseline measures of psychomotor vigilance. Sleep. [IF: 5.1, In-Press]
  2. Patanaik, A., Zagorodnov, V., Kwoh, C. K., & Chee, M. W. (2014). Predicting vulnerability to sleep deprivation using diffusion model parameters. Journal of sleep research. [IF 3.8, Pdf]
  3. Patanaik, A., Zagorodnov, V., & Kwoh, C. K. (2014, March). Parameter estimation and simulation for one-choice Ratcliff diffusion model. In Proceedings of the 29th Annual ACM Symposium on Applied Computing (pp. 3-7). ACM. [AR 24%, Pdf]
  4. Patanaik, A., & Zagorodnov, V. (2012) Connectivity between visual resting state networks predicts vulnerability to sleep deprivation. Organization for Human Brain Mapping.
  5. Bhalerao, A., Patanaik, A., Anand, S., & Saravanan, P. (2008, December). Robust detection of microaneurysms for sight threatening retinopathy screening. In Computer Vision, Graphics & Image Processing, 2008. ICVGIP'08. Sixth Indian Conference on (pp. 520-527). IEEE. [AR 12%, Pdf]

Patent

  1. Patanaik, A., Posannapeta, G., Gariki, G., & Shroff, P. (2011). "Systems and Methods for Operating a Solar Direct Pump." U.S. Patent PCT/US2011/028454. [Pdf]

Thesis

  1. Patanaik, A. (2014). Vulnerability to Sleep Deprivation: A Drift Diffusion Model Perspective. PhD dissertation, Nanyang Technological University - Singapore [Pdf (draft)]
  2. Patanaik, A. (2009). Open Domain Factoid Question Answering System. Undergraduate dissertation, Indian Institute of Technology - Kharagpur. [Pdf . Source Code ]

Non-Peer Reviewed Articles

  1. Patanaik, A. & Shroff, P. (2010). A Solar Powered Cellular Base Station. Technical Whitepaper - Solar Semiconductor Pvt. Ltd. [Pdf]
  2. Patanaik, A. (2008). Fully Automated License Plate Recognition. Indian Institue of Technology - Kharagpur [Pdf . Matlab Source Code]
  3. Patanaik, A. (2008). Fuzzy Logic Control of Air Conditioners. Indian Institue of Technology - Kharagpur [Pdf . Code]
  4. Patanaik, A., Behera, B., Acharya, S., & Bhalerao, A. (2008). Automated Mosaicing of Torn Paper Documents. HP-ICVGIP competition. [Pdf . Code . Binaries]

Software

Commercial

  1. Elements of Photography (2014) - Possibly the most popular app on the store to learn photography. Number of downloads has exceeded 210,000 across platforms as of November 2014. [Closed Source. iOS - Google Play Store - Amazon. App Website]
  2. Know Your Scientists (2014)  - 9 Factoids and one photo slowly revealing itself ; A trivia game around scientists and philosophers.  [Closed Source. iOS - Google Play Store . App Website]

Non-Commercial/Research

  1. Shell script to pre-process NIfTI (nii) files using FSL-FEAT package (2010).  Pre-processing includes motion-correction, brain structure removal, spatial smoothing, mean normalization, temporal filtering  and registration to MNI space. [Source Code]
  2. Matlab code for estimation and simulation for one-choice Ratcliff diffusion model. For estimation I recommend you to use the mixed estimator as we have observed the MLE estimator failing when noise is added to data. Do note that the code is tuned for PVT experiments. [ Source Code ]
  3. Quick PVT - A milli-second accurate small and simple windows based PVT software. The software is intended to be deployed in large scale studies to cheaply and conveniently carry out the psychomotor vigilance test. Only to be used for evaluation. If you would like to use the software for any other purpose please contact me.[Closed Source Windows X86 ]
  4. High quality H.265/HEVC and H.264/MPEG-4 AVC video compression batch script using FFMPEG. Allows simple drag and drop operation and selection of compression quality, codec and container. [Script and FFMPEG Windows X86 . Video Tutorial YouTube link]
  5. Open Domain Factoid Question Answering System - Capable of querying the internet for answers. Written in JAVA (does not include additional dependencies)  [Thesis . Source Code ]
  6. Automatic Mosaicing of torn papers (2008). The algorithm is quite simple, the code can be used for inspiration.  Written in C++ using openCV library. [Paper - Source Code - Compiled Binary]
  7. Automated License Plate Recognition (2008). [Paper . Matlab Source Code]
  8. Fuzzy Intelligent Transport System (FITS - 2008) fuzzy logic driven autonomous vehicle control logic implemented as a GUI simulation that can read the rules from a MATLAB Fuzzy Inference System (fis) file.  [Source Code and X86 - Binaries]
  9. Sudoku Engine with GUI interface (2005): The engine is written in C++ and compiled into a DLL, the GUI is written in Game maker language. [Source Code . Compiled X86]

The software are provided "as is" and any expressed or implied warranties, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. All non-commercial software including the source codes can be used only for non-commercial, research purposes. please cite the appropriate paper when you use any software that has an attached publication.