2024

Aziz, A., Patil, B.K., Lakshmikanth, K., Sreeharsha, P.S., Mukhopadhyay, A. and Chakravarthy, V.S., 2024. Modeling hippocampal spatial cells in rodents navigating in 3D environments. Scientific Reports, 14(1), p.16714.  

2022

Azra Aziz, Peesapati S S Sreeharsha, Rohan Natesh, V Srinivasa Chakravarthy, "An integrated deep learning based model of spatial cells that combines self-motion with sensory information." Hippocampus, 2022, DOI: 10.1002/hipo.23461. 

2019

Jayakumar, S., Narayanamurthy,R.,  et al (2019) "Modeling the Effect of Environmental Geometries on Grid Cell Representations".  Frontiers in Neural Circuits

Chauhan, A., Soman,K., et al (2019) "Saccade Velocity Driven Oscillatory Network Model of Grid Cells". Frontiers in Neural Circuits

2018

Soman, K., et al. (2018). "A hierarchical anti-Hebbian network model for the formation of spatial cells in three-dimensional space." Nature Communications 9(1): 4046.

Soman, K., V. Muralidharan, et al. (2018). "A unified hierarchical oscillatory network model of head direction cells, spatially periodic cells and place cells." European Journal of Neuroscience 

2017

Soman, K., et al.(2017). "A Model of Multisensory Integration and Its Influence on Hippocampal Spatial Cell Responses." IEEE Transactions on Cognitive and Developmental Systems

2012

Sukumar, D., Rengaswamy, M., and Chakravarthy, V.S. (2012). Modeling the contributions of Basal ganglia and Hippocampus to spatial navigation using reinforcement learning. PloS one 7, e47467 

2019

• Aakash Mahadevan, Azra Aziz, Bharat Patil, V Srinivasa Chakravarthy; A velocity Driven Hierarchical Anti Hebbian Oscillatroy Network Model for Object Vector Cells and Other Spatial Cells; ACCS, BITS Pilani, Goa, India, 2019 

• J. Elangovan, M.Prakash, A.Aziz, R.Narayanamurthy, S. Jayakumar, S.V. Chakravarthy; A velocity driven oscillatory network model for object vector cells, Society for Neuroscience (SfN), Chicago, IL, USA, 2019 

2017

• Ankur Chauhan, Karthik Soman, V. Srinivasa Chakravarthy, Saccade Velocity Driven Oscillatory Network model of Grid cells, Organization of Computational Neuroscience (OCNS), Antwerp, Belgium, 2017. (https://doi.org/10.1186/s12868-017-0371-2#Sec109) 

• Soman K, Chakravarthy VS, “A generalized architecture for modeling spatial cell responses for navigation in three dimensional spaces”, 4th Annual Conference on Cognitive Science, ACCS (2017). 

2016

• Karthik Soman, Muralidharan V., V. S. Chakravarthy, A computational model of hippocampus inspired by the functional architecture of basal ganglia, CNS, Jeju Island, South Korea, 2016. 

• Karthik Soman, Muralidharan V., V. S. Chakravarthy, A oscillatory netwrok model of head direction and grid cells using locomotor inputs, CNS, Jeju Island, South Korea, 2016.