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Udayan Ganguly

Temporal and Spatial Reservoir Ensembling Techniques for Liquid State Machines

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Nov 18, 2024
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Non-Ideal Program-Time Conservation in Charge Trap Flash for Deep Learning

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Jul 12, 2023
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A Temporally and Spatially Local Spike-based Backpropagation Algorithm to Enable Training in Hardware

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Jul 20, 2022
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Algorithm For 3D-Chemotaxis Using Spiking Neural Network

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Jun 30, 2021
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Spiking-GAN: A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding

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Jun 29, 2021
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Simplified Klinokinesis using Spiking Neural Networks for Resource-Constrained Navigation on the Neuromorphic Processor Loihi

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May 04, 2021
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Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification

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Apr 29, 2021
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Adaptive Chemotaxis for improved Contour Tracking using Spiking Neural Networks

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Aug 01, 2020
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Band-to-Band Tunneling based Ultra-Energy Efficient Silicon Neuron

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Feb 26, 2019
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Predicting Performance using Approximate State Space Model for Liquid State Machines

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Jan 18, 2019
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