116 citations · 198 across the 10 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.NE2020
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…
eess.SP2020
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…
cs.LG2020★ 116 cited
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…