Picture for Jason K. Eshraghian

Jason K. Eshraghian

NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing

Add code
Feb 28, 2025
Viaarxiv icon

Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks

Add code
Oct 12, 2024
Figure 1 for Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks
Figure 2 for Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks
Figure 3 for Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks
Viaarxiv icon

Scalable MatMul-free Language Modeling

Add code
Jun 04, 2024
Figure 1 for Scalable MatMul-free Language Modeling
Figure 2 for Scalable MatMul-free Language Modeling
Figure 3 for Scalable MatMul-free Language Modeling
Figure 4 for Scalable MatMul-free Language Modeling
Viaarxiv icon

Autonomous Driving with Spiking Neural Networks

Add code
May 31, 2024
Figure 1 for Autonomous Driving with Spiking Neural Networks
Figure 2 for Autonomous Driving with Spiking Neural Networks
Figure 3 for Autonomous Driving with Spiking Neural Networks
Figure 4 for Autonomous Driving with Spiking Neural Networks
Viaarxiv icon

Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning

Add code
May 22, 2024
Figure 1 for Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning
Figure 2 for Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning
Figure 3 for Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning
Figure 4 for Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning
Viaarxiv icon

SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks

Add code
Apr 15, 2024
Viaarxiv icon

Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing

Add code
Nov 24, 2023
Viaarxiv icon

To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration

Add code
Jun 27, 2023
Figure 1 for To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration
Figure 2 for To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration
Figure 3 for To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration
Figure 4 for To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration
Viaarxiv icon

Memristive Reservoirs Learn to Learn

Add code
Jun 22, 2023
Viaarxiv icon

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

Add code
Apr 13, 2023
Viaarxiv icon