Journal papers:
Journal papers:
- A. Gangopadhyay and S. Chakrabartty. A Spiking Neuron and Population Model based on the Growth Transform Dynamical System. BioRxiv, 2019. (link)
- A. Gangopadhyay and S. Chakrabartty. Spiking, Bursting, and Population Dynamics in a Network of Growth Transform Neurons. IEEE Transactions on Neural Networks and Learning Systems, 2017. (link)
Conference papers and posters:
Conference papers and posters:
- D. Mehta, A. Gangopadhyay, K. Aono and S. Chakrabartty. A Software Framework for Simulating Large-Scale Population Dynamics of Growth Transform Spiking Neural Network. Poster, Society for Neuroscience 2018, San Diego, USA.
- J. Mackay, S. Ebner, A. Gangopadhyay and S. Chakrabartty. FPGA Demonstration of Spiking Support Vector Networks Based on Growth Transform Neurons. Live demonstration and poster, IEEE International Symposium on Circuits and Systems 2017, Baltimore, USA. (link)
Pending patent:
Pending patent:
- S. Chakrabartty and A. Gangopadhyay. Large-Scale Networks of Growth Transform Neurons. US Patent Application 16/462,805, filed May 2019.