papers
Publications (17)
cs.LG2015
A 128 channel Extreme Learning Machine based Neural Decoder for Brain Machine Interfaces
Yi Chen, Enyi Yao, Arindam Basu
cs.ET2018
Real-time Closed Loop Neural Decoding on a Neuromorphic Chip
Shoeb Shaikh, Rosa So, Tafadzwa Sibindi +2
cs.NE2015
Triplet Spike Time Dependent Plasticity: A floating-gate Implementation
Roshan Gopalakrishnan, Arindam Basu
cs.NE2014
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites
Shaista Hussain, Shih-Chii Liu, Arindam Basu
cs.ET2014
Liquid State Machine with Dendritically Enhanced Readout for Low-power, Neuromorphic VLSI Implementations
Subhrajit Roy, Amitava Banerjee, Arindam Basu
cs.CR2018
A 0.16pJ/bit Recurrent Neural Network Based PUF for Enhanced Machine Learning Atack Resistance
Nimesh Shah, Manaar Alam, Durga Prasad Sahoo +2
cs.NE2015
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks
Subhrajit Roy, Arindam Basu
eess.SP2018
ADEPOS: Anomaly Detection based Power Saving for Predictive Maintenance using Edge Computing
Sumon Kumar Bose, Bapi Kar, Mohendra Roy +2
cs.ET2015
Hardware Architecture for Large Parallel Array of Random Feature Extractors applied to Image Recognition
Aakash Patil, Shanlan Shen, Enyi Yao +1
cs.NE2015
Learning Spike time codes through Morphological Learning with Binary Synapses
Subhrajit Roy, Phyo Phyo San, Shaista Hussain +2
cs.NE2018
Power efficient Spiking Neural Network Classifier based on memristive crossbar network for spike sorting application
Anand Kumar Mukhopadhyay, Indrajit Chakrabarti, Arindam Basu +1
cs.NE2014
Delay Learning Architectures for Memory and Classification
Shaista Hussain, Arindam Basu, R. Wang +1
q-bio.NC2018
Experimental Comparison of Hardware-Amenable Spike Detection Algorithms for iBMIs
Shoeb Shaikh, Rosa So, Camilo Libedinsky +1
cs.NE2019
Spiking Neural Network based Region Proposal Networks for Neuromorphic Vision Sensors
Jyotibdha Acharya, Vandana Padala, Arindam Basu
cs.LG2016
VLSI Extreme Learning Machine: A Design Space Exploration
Enyi Yao, Arindam Basu
cs.LG2018
A Stacked Autoencoder Neural Network based Automated Feature Extraction Method for Anomaly detection in On-line Condition Monitoring
Mohendra Roy, Sumon Kumar Bose, Bapi Kar +2
cs.NE2016
An Online Structural Plasticity Rule for Generating Better Reservoirs
Subhrajit Roy, Arindam Basu