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Aayush Ankit

NAX: Co-Designing Neural Network and Hardware Architecture for Memristive Xbar based Computing Systems

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Jun 23, 2021
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Structured Compression and Sharing of Representational Space for Continual Learning

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Jan 29, 2020
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PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design

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Jun 11, 2019
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PCA-driven Hybrid network design for enabling Intelligence at the Edge

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Jun 04, 2019
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Efficient Hybrid Network Architectures for Extremely Quantized Neural Networks Enabling Intelligence at the Edge

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Feb 01, 2019
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Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

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Sep 17, 2018
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TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design

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Mar 04, 2018
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FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition

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Mar 08, 2017
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RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks

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Feb 20, 2017
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