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Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications

IEEE transactions on biomedical circuits and systems, 2020-12, Vol.14 (6), p.1138-1159

2020

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Low-Power Wireless Sensor Network Using Fine-Grain Control of Sensor Module Power Mode

Sensors (Basel, Switzerland), 2021-05, Vol.21 (9), p.3198

2021

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Spiking Neuron Implementation Using a Novel Floating Memcapacitor Emulator

International journal of bifurcation and chaos in applied sciences and engineering, 2022-12, Vol.32 (15)

2022

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Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing

Nature communications, 2024-09, Vol.15 (1), p.8122-15

2024

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Spiking neural networks for nonlinear regression

Royal Society open science, 2024-05, Vol.11 (5), p.231606-23

2024

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Weak self-supervised learning for seizure forecasting: a feasibility study

Royal Society open science, 2022-08, Vol.9 (8), p.220374

2022

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Spice modelling of a tri‐state memristor and analysis of its series and parallel characteristics

IET circuits, devices & systems, 2022-01, Vol.16 (1), p.81-91

2022

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The fourth element: characteristics, modelling and electromagnetic theory of the memristor

Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences, 2010-08, Vol.466 (2120), p.2175-2202

2010

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Training Spiking Neural Networks Using Lessons From Deep Learning

Proceedings of the IEEE, 2023-09, Vol.111 (9), p.1016-1054

2023

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Neuromorphic deep spiking neural networks for seizure detection

Neuromorphic computing and engineering, 2023-03, Vol.3 (1), p.14010

2023

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A Reconfigurable SRAM Based CMOS PUF With Challenge to Response Pairs

IEEE access, 2021, Vol.9, p.79947-79960

2021

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PowerGAN: A Machine Learning Approach for Power Side‐Channel Attack on Compute‐in‐Memory Accelerators

Advanced intelligent systems, 2023-12, Vol.5 (12), p.n/a

2023

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Human ownership of artificial creativity

Nature machine intelligence, 2020-03, Vol.2 (3), p.157-160

Eshraghian, Jason K.

2020

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SoC Emerging Technologies

Proceedings of the IEEE, 2006-06, Vol.94 (6), p.1197-1213

Eshraghian, K.

2006

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Exploiting deep learning accelerators for neuromorphic workloads

Neuromorphic computing and engineering, 2024-03, Vol.4 (1), p.14004

2024

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Neuromorphic cytometry: implementation on cell counting and size estimation

Neuromorphic computing and engineering, 2023-12, Vol.3 (4), p.44005

2023

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Complementary Metal‐Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing

Advanced intelligent systems, 2020-05, Vol.2 (5), p.n/a

2020

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Memristive Stochastic Computing for Deep Learning Parameter Optimization

IEEE transactions on circuits and systems. II, Express briefs, 2021-05, Vol.68 (5), p.1650-1654

2021

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Nanoscale Memristor‐Based Spike Timing‐Dependent Plasticity Learning in a Radix‐X Quantized Retinal Neural Network

Physica status solidi. A, Applications and materials science, 2022-10, Vol.219 (20), p.n/a

2022

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Sparse subnetwork inference for neural network epistemic uncertainty estimation with improved Hessian approximation

APL machine learning, 2024-06, Vol.2 (2), p.026106-026106-10

2024

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A Leaky-Integrate-and-Fire Neuron Model of Spontaneous Reset of Thin-Film Metal-Oxide Resistive Switches

Journal of nanoscience and nanotechnology, 2021-03, Vol.21 (3), p.1920-1926

2021

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Quantized Convolutional Neural Network Implementation on a Parallel-Connected Memristor Crossbar Array for Edge AI Platforms

Journal of nanoscience and nanotechnology, 2021-03, Vol.21 (3), p.1854-1861

2021

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High-Density Memristor-CMOS Ternary Logic Family

IEEE transactions on circuits and systems. I, Regular papers, 2021-01, Vol.68 (1), p.264-274

2021

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A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification

IEEE journal of biomedical and health informatics, 2022-07, Vol.26 (7), p.3529-3538

2022

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A Novel Universal Interface for Constructing Memory Elements for Circuit Applications

IEEE transactions on circuits and systems. I, Regular papers, 2019-12, Vol.66 (12), p.4793-4806

2019

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Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications

Low-Power Wireless Sensor Network Using Fine-Grain Control of Sensor Module Power Mode

Spiking Neuron Implementation Using a Novel Floating Memcapacitor Emulator

Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing

Spiking neural networks for nonlinear regression

Weak self-supervised learning for seizure forecasting: a feasibility study

Spice modelling of a tri‐state memristor and analysis of its series and parallel characteristics

The fourth element: characteristics, modelling and electromagnetic theory of the memristor

Training Spiking Neural Networks Using Lessons From Deep Learning

Neuromorphic deep spiking neural networks for seizure detection

A Reconfigurable SRAM Based CMOS PUF With Challenge to Response Pairs

PowerGAN: A Machine Learning Approach for Power Side‐Channel Attack on Compute‐in‐Memory Accelerators

Human ownership of artificial creativity

SoC Emerging Technologies

Exploiting deep learning accelerators for neuromorphic workloads

Neuromorphic cytometry: implementation on cell counting and size estimation

Complementary Metal‐Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing

Memristive Stochastic Computing for Deep Learning Parameter Optimization

Nanoscale Memristor‐Based Spike Timing‐Dependent Plasticity Learning in a Radix‐X Quantized Retinal Neural Network

Sparse subnetwork inference for neural network epistemic uncertainty estimation with improved Hessian approximation

A Leaky-Integrate-and-Fire Neuron Model of Spontaneous Reset of Thin-Film Metal-Oxide Resistive Switches

Quantized Convolutional Neural Network Implementation on a Parallel-Connected Memristor Crossbar Array for Edge AI Platforms

High-Density Memristor-CMOS Ternary Logic Family

A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification

A Novel Universal Interface for Constructing Memory Elements for Circuit Applications

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