Gangotree Chakma

15 papers C 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2020 J jnl
Towards Synaptic Behavior of Nanoscale ReRAM Devices for Neuromorphic Computing Applications.
ACM J. Emerg. Technol. Comput. Syst.
Karsten Beckmann, Wilkie Olin-Ammentorp, Gangotree Chakma, Sherif Amer, Garrett S. Rose, Chris Hobbs, Joseph Van Nostrand, Martin Rodgers, Nathaniel C. Cady
2019 — conf
Stochasticity in Neuromorphic Computing: Evaluating Randomness for Improved Performance.
ICECS
Samuel D. Brown, Gangotree Chakma, Md Musabbir Adnan, Md Sakib Hasan, Garrett S. Rose
2018 J jnl
A Study of Complex Deep Learning Networks on High-Performance, Neuromorphic, and Quantum Computers.
ACM J. Emerg. Technol. Comput. Syst.
Thomas E. Potok, Catherine D. Schuman, Steven R. Young, Robert M. Patton, Federico M. Spedalieri, Jeremy Liu, Ke-Thia Yao, Garrett S. Rose, Gangotree Chakma
2018 J jnl
Adiabatic Quantum Computation Applied to Deep Learning Networks.
Entropy
Jeremy Liu, Federico M. Spedalieri, Ke-Thia Yao, Thomas E. Potok, Catherine D. Schuman, Steven R. Young, Robert M. Patton, Garrett S. Rose, Gangotree Chakma
2018 — conf
Energy and Area Efficiency in Neuromorphic Computing for Resource Constrained Devices.
ACM Great Lakes Symposium on VLSI
Gangotree Chakma, Nicholas D. Skuda, Catherine D. Schuman, James S. Plank, Mark E. Dean, Garrett S. Rose
2018 C conf
High-Level Simulation for Spiking Neuromorphic Computing Systems.
ISCAS
Nicholas D. Skuda, Catherine D. Schuman, Gangotree Chakma, James S. Plank, Garrett S. Rose
2018 J jnl
Memristive Mixed-Signal Neuromorphic Systems: Energy-Efficient Learning at the Circuit-Level.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Gangotree Chakma, Md Musabbir Adnan, Austin Wyer, Ryan Weiss, Catherine D. Schuman, Garrett S. Rose
2018 — conf
Resource Optimization for Circuit Simulation using Machine Learning.
IEEE BigData
Gangotree Chakma, Shaan Awasthi
2017 J jnl
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers.
CoRR
Thomas E. Potok, Catherine D. Schuman, Steven R. Young, Robert M. Patton, Federico M. Spedalieri, Jeremy Liu, Ke-Thia Yao, Garrett S. Rose, Gangotree Chakma
2017 — conf
A mixed-signal approach to memristive neuromorphic system design.
MWSCAS
Gangotree Chakma, Sagarvarma Sayyaparaju, Ryan Weiss, Garrett S. Rose
2017 — conf
A programming framework for neuromorphic systems with emerging technologies.
NANOCOM
Catherine D. Schuman, James S. Plank, Garrett S. Rose, Gangotree Chakma, Austin Wyer, Grant Bruer, Nouamane Laanait
2017 — conf
A synchronized axon hillock neuron for memristive neuromorphic systems.
MWSCAS
Ryan Weiss, Gangotree Chakma, Garrett S. Rose
2017 — conf
Circuit Techniques for Online Learning of Memristive Synapses in CMOS-Memristor Neuromorphic Systems.
ACM Great Lakes Symposium on VLSI
Sagarvarma Sayyaparaju, Gangotree Chakma, Sherif Amer, Garrett S. Rose
2017 — conf
Neuromorphic computing for temporal scientific data classification.
NCS
Catherine D. Schuman, Thomas E. Potok, Steven R. Young, Robert M. Patton, Gabriel N. Perdue, Gangotree Chakma, Austin Wyer, Garrett S. Rose
2016 — conf
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers.
MLHPC@SC
Thomas E. Potok, Catherine D. Schuman, Steven R. Young, Robert M. Patton, Federico M. Spedalieri, Jeremy Liu, Ke-Thia Yao, Garrett S. Rose, Gangotree Chakma