203 citations · 1.3k across the 57 of their papers we have counts for
4 papers · 1 filter
On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs
Mehul Rastogi, Sen Lu, Nafiul Islam +1
Neuromorphic computing is emerging to be a disruptive computational paradigm that attempts to emulate various facets of the underlying structure and functionalities of the brain in…
Emulation of Astrocyte Induced Neural Phase Synchrony in Spin-Orbit Torque Oscillator Neurons
Umang Garg, Kezhou Yang, Abhronil Sengupta
Astrocytes play a central role in inducing concerted phase synchronized neural-wave patterns inside the brain. In this article, we demonstrate that injected radio-frequency signal…
Power System Disturbance Classification with Online Event-Driven Neuromorphic Computing
Kaveri Mahapatra, Sen Lu, Abhronil Sengupta +1
Accurate online classification of disturbance events in a transmission network is an important part of wide-area monitoring. Although many conventional machine learning techniques…
Exploring the Connection Between Binary and Spiking Neural Networks
Sen Lu, Abhronil Sengupta
On-chip edge intelligence has necessitated the exploration of algorithmic techniques to reduce the compute requirements of current machine learning frameworks. This work aims to br…