Tarek M. Taha

Tarek M. Taha

University of Dayton

H-index: 39

North America-United States

About Tarek M. Taha

Tarek M. Taha, With an exceptional h-index of 39 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Dayton, specializes in the field of Neuromorphic Computing, High Performance Computing, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Memristor Based Liquid State Machine with Method for In-Situ Training

RESISTIVE MEMORY CIRCUIT FOR LIQUID STATE MACHINE WITH TEMPORAL CLASSIFCATION

Analog neuromorphic circuit implemented using resistive memories

Blockchain-Enabled Federated Learning with Neuromorphic Edge Devices for Drone Identification and Flight Mode Detection

Q-learning based Cognitive Domain Ontology Representation and Solving on Low Power Computing Platforms

ANALOG NEUROMOPRHIC CIRCUIT WITH STACKS OF RESISTIVE MEMORY CROSSBAR CONFIGURATIONS

Memristor Based Online Learning Neuromorphic Processor for Adaptive Modulation Spectrum Sensing in Communication Jammed Environments

ON-CHIP TRAINING OF MEMRISTOR CROSSBAR NEUROMORPHIC PROCESSING SYSTEMS

Tarek M. Taha Information

University

Position

Electrical and Computer Engineering

Citations(all)

10330

Citations(since 2020)

8391

Cited By

4467

hIndex(all)

39

hIndex(since 2020)

32

i10Index(all)

108

i10Index(since 2020)

73

Email

University Profile Page

University of Dayton

Google Scholar

View Google Scholar Profile

Tarek M. Taha Skills & Research Interests

Neuromorphic Computing

High Performance Computing

Deep Learning

Top articles of Tarek M. Taha

Title

Journal

Author(s)

Publication Date

Memristor Based Liquid State Machine with Method for In-Situ Training

IEEE Transactions on Nanotechnology

Alex Henderson

Chris Yakopcic

Cory Merkel

Hananel Hazan

Steven Harbour

...

2024/3/22

RESISTIVE MEMORY CIRCUIT FOR LIQUID STATE MACHINE WITH TEMPORAL CLASSIFCATION

2024/2/1

Analog neuromorphic circuit implemented using resistive memories

2023/3/30

Blockchain-Enabled Federated Learning with Neuromorphic Edge Devices for Drone Identification and Flight Mode Detection

Alex Henderson

Chris Yakopcic

Jamison Colter

Steven Harbour

Tarek Taha

2023/10/1

Q-learning based Cognitive Domain Ontology Representation and Solving on Low Power Computing Platforms

IEEE Access

Nayim Rahman

Tanvir Atahary

Chris Yakopcic

Tarek M Taha

Scott Douglass

2023/12/25

ANALOG NEUROMOPRHIC CIRCUIT WITH STACKS OF RESISTIVE MEMORY CROSSBAR CONFIGURATIONS

2023/1/26

Memristor Based Online Learning Neuromorphic Processor for Adaptive Modulation Spectrum Sensing in Communication Jammed Environments

Md Shahanur Alam

Shuo Zhang

Chris Yakopcic

Tarek Taha

2023/8/28

ON-CHIP TRAINING OF MEMRISTOR CROSSBAR NEUROMORPHIC PROCESSING SYSTEMS

2023/12/21

Neuromorphic Hardware in Outer Space: Software Defined Networking Executed on an In-Orbit Loihi Spiking Processor

Nayim Rahman

Chris Yakopcic

Ricardo Lent

Janette C Briones

David Chelmins

...

2023/6/20

On-Chip Optimization and Deep Reinforcement Learning in Memristor Based Computing

Md Alam

Chris Yakopcic

Tarek M Taha

2023/12/18

Neural Network Based Automatic Modulation Classification with Online Training

Shuo Zhang

Chris Yakopcic

Tarek M Taha

2023/6/20

Histopathological image classification with unsupervised approaches using deep convolutional autoencoder and k-nearest neighbors

Shamima Nasrin

Md Zahangir Alom

Tarek M Taha

2023/10/5

Spiking Neural Networks for LPI Radar Waveform Recognition with Neuromorphic Computing

Alex Henderson

Steven Harbour

Chris Yakopcic

Tarek Taha

David Brown

...

2023/5/1

Batch effect detection and removal for human liver RNA-Seq with an unsupervised learning approach

Shamima Nasrin

Md Zahangir Alom

Tarek M Taha

2023/10/5

UNSUPERVISED LEARNING OF MEMRISTOR CROSSBAR NEUROMORPHIC PROCESSING SYSTYEMS

2022/1/27

Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification

Alex Henderson

Chris Yakopcic

Steven Harbour

Tarek M Taha

2022/7/18

Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing

Shahanur Alam

Chris Yakopcic

Tarek M Taha

2022/7/18

Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine

Alex Henderson

Chris Yakopcic

Steven Harbour

Tarek Taha

Cory Merkel

...

2022/12/7

techedsat-13: the first flight of a neuromorphic processor

Marcus Murbach

Alejandro Salas

Michael Lowry

Eric Barszcz

Janette Briones

...

2022/4/26

Applications of Machine Learning 2022

Learning

Michael E Zelinski

Tarek M Taha

Jonathan Howe

2022/10

See List of Professors in Tarek M. Taha University(University of Dayton)