no code implementations • 8 Aug 2023 • Basabdatta Sen Bhattacharya, Vibhav Sinai Pissurlenkar
However, there is a lack of trust on this technology regarding patient safety and data protection, as well as a lack of wider awareness on its benefits among the healthcare workers and professionals.
no code implementations • 7 Sep 2021 • Rohan Deepak Ajwani, Arshika Lalan, Basabdatta Sen Bhattacharya, Joy Bose
As an integral part of the SDM design, we have implemented Correlation Matrix Memory (CMM) using SNN on Nengo.
no code implementations • 29 May 2021 • Shriya T. P. Gupta, Pablo Linares-Serrano, Basabdatta Sen Bhattacharya, Teresa Serrano-Gotarredona
In this paper, we present results of processing Dynamic Vision Sensor (DVS) recordings of visual patterns with a retinal model based on foveal-pit inspired Difference of Gaussian (DoG) filters.
1 code implementation • 29 May 2021 • Shriya T. P. Gupta, Basabdatta Sen Bhattacharya
Overall, our proof-of-concept study indicates that introducing biologically plausible filtering in existing SCNN architecture will work well with noisy input images such as those in our vehicle recognition task.
no code implementations • 22 May 2021 • Swapna Sasi, Basabdatta Sen Bhattacharya
We present a quantitative study of phase entrainment by periodic visual stimuli in a biologically inspired neural network.
no code implementations • 13 Apr 2021 • Mahak Kothari, Swapna Sasi, Jun Chen, Elham Zareian, Basabdatta Sen Bhattacharya
The 8-dimensional optimal hyper-parameter combination should be such that the network dynamics simulate the resting state alpha rhythm (8 - 13 Hz rhythms in brain signals).
no code implementations • 11 Dec 2020 • Pranav Mahajan, Advait Rane, Swapna Sasi, Basabdatta Sen Bhattacharya
Our motivation for SyncBox is to understand the underlying dynamics in an existing population neural network, commonly referred to as neural mass models, that mimic Local Field Potentials of the visual thalamic tissue.