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Jeffrey Krichmar

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NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks

May 04, 2021
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey Krichmar, Nikil Dutt, James Shackleford, Nagarajan Kandasamy, Francky Catthoor

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Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware

Mar 09, 2021
Twisha Titirsha, Shihao Song, Anup Das, Jeffrey Krichmar, Nikil Dutt, Nagarajan Kandasamy, Francky Catthoor

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Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition

Sep 19, 2020
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey Krichmar, Nikil Dutt, James Shackleford, Nagarajan Kandasamy, Francky Catthoor

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Attention-Based Structural-Plasticity

Mar 02, 2019
Soheil Kolouri, Nicholas Ketz, Xinyun Zou, Jeffrey Krichmar, Praveen Pilly

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Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning

Aug 08, 2018
Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil Dutt, Jeffrey Krichmar, Gert Cauwenberghs, Emre Neftci

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A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware

Nov 04, 2016
Tiffany Hwu, Jacob Isbell, Nicolas Oros, Jeffrey Krichmar

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