2 papers
eess.AS2021
Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification
Vivek Saraswat, Ajinkya Gorad, Anand Naik +2
Liquid State Machines are brain inspired spiking neural networks (SNNs) with random reservoir connectivity and bio-mimetic neuronal and synaptic models. Reservoir computing network…
cs.LG2019
ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65nm CMOS
Sumon Kumar Bose, Bapi Kar, Mohendra Roy +4
To overcome the energy and bandwidth limitations of traditional IoT systems, edge computing or information extraction at the sensor node has become popular. However, now it is impo…