Faculty

<< Back to Faculty

Image

Krishna Prasad Miyapuram

Associate Professor
  • BSc: Osmania University, 1998
  • MSc: University of Hyderabad, 2000
  • MTech: University of Hyderabad, 2004
  • PhD: University of Cambridge, U.K., 2008
  • Email: kprasad -AT- iitgn.ac.in

  • Website : http://cogs.iitgn.ac.in/member/krishna-prasad-miyapuram/

  • Office: 5/315 B
  • VOIP: 2446

  • Research Interests: Neuroeconomics & neuromarketing, Computational cognitive science, Neuroimaging (EEG, fMRI) & brain computer interface, Machine learning & artificial intelligence



Publications

  • Book Chapter
  • E-Print Archives
  • Journal Articles
  • Papers Presented
  • Posters Presented
  • Miyapuram, Krishna P. and Pammi, V. S. Chandrasekhar, “Understanding decision neuroscience: A multidisciplinary perspective and neural substrates”, in Decision Making: Neural and Behavioural Approaches, vol. 202, Amsterdam, NL: Elsevier DOI: 10.1016/B978-0-444-62604-2.00014-9, Feb. 2013, Ch. 14, pp. 239-266, ISBN: 9780444626042.
    Miyapuram, Krishna Prasad; Pamnani, Ujjval; Doya, Kenji and Bapi, Raju S., “Inter Subject correlation of Brain activity during visuo-motor sequence learning", in Lecture Notes in Computer Science, DOI: 10.1007/978-3-319-12637-1_5, vol. 8834, Springer International Publishing, 2014, pp. 35-41, ISBN: 978-3-319-12636-4.
    Chawla, Manisha and Miyapuram, Krishna P., “Influence of previous choice and outcome in a two-alternative decision-making task", in Neural Information Processing, DOI: 10.1007/978-3-319-26535-3_53, Springer International Publishing, Nov. 2015, pp. 467-474.
    Mahesan, Devu; Chawla, Manisha and Miyapuram, Krishna P., “The effect of reward information on perceptual decision-making", in Lecture Notes in Computer Science, DOI: 10.1007/978-3-319-46681-1_19, vol. 9950, Springer International Publishing, 2016, pp. 156-163, ISBN: 978-3-319-46680-4.
    Indrajeet, Indrajeet; Goyal, Shruti; Miyapuram, Krishna P. and Ray, Supriya, “Models of making choice and control over thought for action”, in Cognitive informatics, computer modelling, and cognitive science, volume 2: application to neural engineering, robotics, and STEM, DOI: 10.1016/B978-0-12-819445-4.00004-7, San Diego: Elsevier, pp. 65-99, Apr. 2020, ISBN: 9780128194454.
  • Mavani, Viraj; Raman, Shanmuganathan and Miyapuram, Krishna P., “Facial expression recognition using visual saliency and deep learning”, arXiv, Cornell University Library, DOI: arXiv:1708.08016, Aug. 2017.
    Ranjan, Prakash and Miyapuram, Krishna P., “PsychFM: predicting your next gamble”, arXiv, Cornell University Library, DOI: arXiv:2007.01833, Jul. 2020.
    Tripathi, Richa; Mukhopadhyay, Dyutiman; Singh, Chakresh Kumar; Miyapuram, Krishna Prasad and Jolad, Shivakumar, “Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics”, arXiv, Cornell University Library, DOI: arXiv:1809.05336, Sep. 2018.
    Singh, Shubham Kumar; Miyapuram, Krishna P. and Raman, Shanmuganathan, “DeepPFCN: deep parallel feature consensus network for person re-identification”, arXiv, Cornell University Library, DOI: arXiv:1911.07776, Nov. 2019.
    Pandey, Pankaj; Swarnkar, Raunak; Kakaria, Shobhit and Miyapuram, Krishna Prasad, “Understanding consumer preferences for movie trailers from EEG using machine learning”, arXiv, Cornell University Library, DOI: arXiv:2007.10756, Jul. 2020.
  • Kumar, Neeraj; Manjaly, Jaison A. and Miyapuram, Krishna P., "Feedback about Action Performed can Alter the Sense of Self Agency", Frontiers in Psychology, DOI: 10.3389/fpsyg.2014.00145, vol. 5, Feb. 2014.
    Goyal, Shruti and Miyapuram, Krishna P., “Feedback influences discriminability and attractiveness components of probability weighting in descriptive choice under risk”, Frontiers in Psychology, DOI: 10.3389/fpsyg.2019.00962, vol. 10, Apr. 2019.
    Chawla, Manisha and Miyapuram, Krishna P., “Context-sensitive computational mechanisms of decision making”, Journal of Experimental Neuroscience, DOI: 10.1177/1179069518809057, vol. 12, Nov. 2018.
  • Kumar, Neeraj; Manjaly, Jaison A., and Miyapuram, Krishna. P, “Role of error monitoring mechanisms in attribution of sense of self-agency”, in 34th Cognitive Science Society Conference, JP, pp. 641-646, August 1-4, 2012.
    Miyapuram, Krishna P., “Beyond blobs: Current trends in functional neuroimaging”, in XXII Annual Convention of National Academy of Psychology, India, Christ University, Bangalore, IN, December 10-12, 2012.
    Miyapuram, Krishna P., “Computational methods in neuroimaging”, in NUiCONE 2012, 3rd International Conference on Current Trends in Technology, Nirma University, Ahmedabad, IN, December 6-8, 2012.
    Thomas, Tony; Miyapuram, Krishna P. and Bapi, Raju S., “Inter-manual transfer of visuo-motor sequence learning”, in XXII Annual Convention of the National Academy of Psychology (NAOP), Bangalore, IN, December 10-12, 2012.
    Chawla, Manisha and Miyapuram, Krishna P., "Meta-analysis of functional neuroimaging data", in 2013 IEEE Second International Conference on Image Information Processing (ICIIP), Shimla, IN, DOI: 10.1109/ICIIP.2013.6707594, pp. 256-260, Dec. 9-11, 2013.
    Miyapuram, Krishna Prasad, "Inter-temporal choice: from basic research to the market", in 2nd International Conference on Cognition, Emotion and Action, Indian Institute of Technology, Gandhinagar, IN, Dec. 6-8, 2013.
    Miyapuram, Krishna Prasad, “Application of computational techniques in neuro-imaging”, in IEEE International Conference on Intelligent Systems & Signal Processing, GH Patel College of Engineering & Technology, Vallabh Vidyanagar, IN, Mar. 1-2, 2013.
    Chawla, Manisha and Miyapuram, Krishna P., "Common neural coding across domains of decision making identified by meta-analysis", in the 3rd International Conference on Cognition, Brain and Computation, Indian Institute of Technology Gandhinagar, IN, Dec. 5-7, 2015.
    Chawla, Manisha; Mesa, Mounika and Miyapuram, Krishna P., "Graph clustering for large-scale text-mining of brain imaging studies", in the Third International Symposium on Women in Computing and Informatics (WCI-15), Kerala, IN, Aug. 10-15, 2015.
    Goyal, Shruti; Miyapuram, K. P. and Lahiri, Uttama, "Predicting consumer's behavior using eye tracking data", in the 2015 Second International Conference on Soft Computing and Machine Intelligence (ISCMI), Hong Kong, HK, Nov. 23-24, 2015.
    Mukhopadhyay, Dyutiman and Miyapuram, Krishna P., "Visual scan-paths of faces with happy and sad facial expressions support the Hemispheric Lateralization Hypothesis and zonal preference: an eye-tracking study", in the 2nd Annual Conference on Cognitive Science (ACCS-2015), IIT Kanpur, IN, Jul. 5-8, 2015.
    Gharpure, Sampada; Goyal, Shruti and Miyapuram, Krishna P., "Role of response-stimulus Intervals in serial learning task", in the 3rd Annual Conference of Association for Cognitive Science, IIT Gandhinagar, IN, Oct. 3-5, 2016.
    Kiran, Meher and Miyapuram, Krishna P., "Role of categorical information in statistical learning using transitional probabilities: an ERP study", in the 3rd Annual Conference of Association for Cognitive Science, IIT Gandhinagar, IN, Oct. 3-5, 2016.
    Mahesan, Devu; Chawla, Manisha and Miyapuram, Krishna P., "Top-down influence of economic value on perceptual decisions", in the 3rd Annual Conference of Association for Cognitive Science, IIT Gandhinagar, IN, Oct. 3-5, 2016.
    Mukhopadhyay, Dyutiman and Miyapuram, Krishna P., "EEG-based study on nine emotional states of Indian Rasa theory from popular Bollywood and Hollywood film segments", in the 24th Conference of the International Association of Empirical Aesthetics (IAEA 2016), University of Vienna , Vienna, AT, Aug. 29-Sep. 01, 2016
    Rayappa, Bharatesh; Sundar, Uma and Miyapuram, Krishna P., "Biomarkers for MCI using structural MRI scans: preliminary methods", in the 3rd Annual Conference of Association for Cognitive Science, IIT Gandhinagar, IN, Oct. 3-5, 2016.
    Mavani, Viraj; Raman, Shanmuganathan and Miyapuram, Krishna P., "Facial expression recognition using visual saliency and deep learning", in the International Conference on Computer Vision (ICCV), Venice, IT, Oct. 22-29, 2017.
    Gopal, Anvita and Miyapuram, Krishna P., "Reward and attention capture", in the 3rd Annual Conference of Association for Cognitive Science, IIT Gandhinagar, IN, Oct. 3-5, 2016.
    Mukhopadhyay, Dyutiman and Miyapuram, Krishna P., "An eye-tracking study of nine facial emotional states (Nava Rasa) in the Indian classical dance genre of Bharatanatyam", in the 3rd Annual Conference of Association for Cognitive Science, IIT Gandhinagar, IN, Oct. 3-5, 2016.
    Nath, Surabhi S.; Mukhopadhyay, Dyutiman and Miyapuram, Krishna P., “Emotive stimuli-triggered participant-based clustering using a novel split-and-merge algorithm”, in the ACM India Joint International Conference on Data Science & Management of Data (CoDS-COMAD 2019), Swissotel, Kolkata, IN, Jan. 3-5, 2019.
    Tripathi, Richa; Mukhopadhyay, Dyutiman; Singh, Chakresh Kumar; Miyapuram, Krishna Prasad and Jolad, Shivakumar, “Characterization of functional brain networks and emotional centers using the complex networks techniques”, in the International Conference on Complex Networks and Their Applications VIII, Lisbon, PT, Dec. 10 - 12, 2019.
    Ganesh, Prashanti; Nagaraj, Narmadha and Miyapuram, Krishna P., “The role of partial and complete feedback in reward based decision making”, in the 6th Annual Conference of Cognitive Science, BITS Pilani K. K. Birla Goa, IN, Dec. 10-12, 2019.
    Goyal, Shruti and Miyapuram, Krishna P., “Role of emotional experience on descriptive choices under risk”, in the 29th Annual Convention of National Academy of Psychology (NAOP), India and International Conference on Making Psychology Deliverable to the Society, Pondicherry University, IN, Dec. 20-22, 2019.
    Tripathi, Richa; Mukhopadhyay, Dyutiman; Singh, Chakresh Kumar; Miyapuram, Krishna Prasad and Jolad, Shivakumar, "Organization of functional brain networks under external stimuli", in the Conference on Nonlinear Systems and Dynamics (CNSD), Jawaharlal Nehru University, New Delhi, IN, Oct. 11-14, 2018.
    Singh, Shubham; Miyapuram, Krishna P. and Raman, Shanmuganathan, “DeepPFCN: deep parallel feature consensus network for person re-identification”, in the 7th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2019), KLE Technological University, Hubli, IN, Dec. 22-24, 2019.
    Goyal, Shruti and Miyapuram, Krishna P., “Effect of context relevant initial information on gain-loss asymmetry”, in the 6th Annual Conference of Cognitive Science, BITS Pilani K. K. Birla Goa, IN, Dec. 10-12, 2019.
    Pandey, Pankaj; Swarnkar, Raunak; Kakaria, Shobhit and Miyapuram, Krishna Prasad, “Understanding consumer preferences for movie trailers from EEG using machine learning”, in the 6th Annual Conference of Cognitive Science, BITS Pilani K. K. Birla Goa, IN, Dec. 10-12, 2019.
  • Chawla, Manisha and Miyapuram, Krishna, “Neuroinformatic tools in functional neuroimaging: Meta-analysis and Reverse Inference”, in 2nd International Conference on Cognition, Emotion and Action, Indian Institute of Technology Gandhinagar, IN, Dec. 6-8, 2013.
    Miyapuram, Krishna Prasad and Chawla, Manisha, “Evolution of Chunking Patterns”, in 1st Annual Conference on Cognitive Science (ACCS 2014), the India International Centre, New Delhi, IN, Mar. 3-5, 2014.
    Miyapuram, Krishna Prasad and Chawla, Manisha, “Natural language typing Frequencies”, in 1st Annual Conference on Cognitive Science (ACCS 2014), the India International Centre, New Delhi, IN, Mar. 3-5, 2014.
    Goyal, Shruti and Miyapuram, Krishna P.,"Effects of response stimulus interval on learning in serial reaction time task", in the 2nd Annual Conference on Cognitive Science (ACCS-2015), Indian Institute of Technology Kanpur, IN, Jul. 5-8, 2015.
    Pamnani, Ujjval and Miyapuram, Krishna P., "Can people perceive rate of alternation in binary choice tasks?", in the 2nd Annual Conference on Cognitive Science (ACCS-2015), Indian Institute of Technology Kanpur, IN, Jul. 5-8, 2015.
    Sinha, Sujata and Miyapuram, Krishna Prasad, "Relation of agglomerative clustering and topic mapping on neuro-imaging data", in the Workshop on Mathematical and Computational Biology, IISER Kolkata, IN, Jan. 9-10, 2016.
    Chawla, Manisha and Miyapuram, Krishna P., "Drift rate encodes influence of reward information in perceptual decisions", in the 4th Annual Conference of Association for Cognitive Science, University of Hyderabad, IN, Oct. 5-7, 2017.
    Chawla, Manisha and Miyapuram, Krishna P., "Time course of economic bias in perceptual decisions: an EEG study", in the 4th Annual Conference of Association for Cognitive Science, University of Hyderabad, IN, Oct. 5-7, 2017.
    Jain, Rimmi and Miyapuram, Krishna P., "Effects of stimulus information and reward bias in perceptual decision making", in the 4th Annual Conference of Association for Cognitive Science, University of Hyderabad, IN, Oct. 5-7, 2017.
    Sinha, Sujata; Miyapuram, Krishna P. and Karlapalem, Kamalakar, "Biclustering text-mined Neuroimaging data to understand human brain functions", in the Fourth ACM IKDD Conference on Data Science (CODS 2017), IIT Madras, Chennai, IN, Mar. 9-11, 2017.
    Nagaraj, Narmadha and Miyapuram, Krishna P., "The role of partial and complete feedback in reward based decision making", in the 4th Annual Conference of Association for Cognitive Science, University of Hyderabad, IN, Oct. 5-7, 2017.
    Shiraguppi, Bharatesh Rayappa and Miyapuram, Krishna P., "Early structural biomarkers in dementia: mild cognitive impairment and Alzheimer’s disease", in the 4th Annual Conference of Association for Cognitive Science, University of Hyderabad, IN, Oct. 5-7, 2017.
    Goyal, Shruti, Miyapuram, K.P. (2017). Risk Attitude in Gain and Loss Domain With and Without Feedback: A Study on Indian Population, Society for Judgement and Decision Making, Vancouver, November 10-14, 2017.