Aishwarya Natarajan

According to our database, Aishwarya Natarajan authored at least 19 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

A Fast and Energy-Efficient Latch-Based Memristive Analog Content-Addressable Memory.

Paul-Philipp Manea, Aishwarya Natarajan, Jim Ignowski, John Paul Strachan, Luca Buonanno

CoRR, May, 2026

2025

NL-DPE: An Analog In-memory Non-Linear Dot Product Engine for Efficient CNN and LLM Inference.

Lei Zhao, Luca Buonanno, Archit Gajjar, John Moon, Aishwarya Natarajan, Sergey Serebryakov, Ron M. Roth, Xia Sheng, Youtao Zhang, Paolo Faraboschi, Jim Ignowski, Giacomo Pedretti

CoRR, November, 2025

SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing.

Matej Hejda, Aishwarya Natarajan, Chaerin Hong, Mehmet Berkay On, Sébastien d'Herbais de Thun, Raymond G. Beausoleil, Thomas Van Vaerenbergh

CoRR, October, 2025

RACE-IT: A Reconfigurable Analog Computing Engine for In-Memory Transformer Acceleration.

Lei Zhao, Aishwarya Natarajan, Luca Buonanno, Archit Gajjar, Ron M. Roth, Sergey Serebryakov, John Moon, Omar Eldash, Jim Ignowski, Giacomo Pedretti

Proceedings of the 43rd IEEE International Conference on Computer Design, 2025

Enhancing FPGAs with Analog In-Memory Computing Macros.

Archit Gajjar, Lei Zhao, Omar Eldash, Aishwarya Natarajan, Rand Jean, Xia Sheng, Giacomo Pedretti, Paolo Faraboschi, Jim Ignowski, Luca Buonanno

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

Analog In-Memory Computing Enhanced FPGA for High-Throughput and Energy-Efficient Acceleration.

Archit Gajjar, Lei Zhao, Omar Eldash, Aishwarya Natarajan, Xia Sheng, Giacomo Pedretti, Aman Arora, Paolo Faraboschi, Jim Ignowski, Luca Buonanno

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2024

Memristive Quaternary Content-Addressable Memories for Implementing Boolean Functions.

Luca Buonanno, Giacomo Pedretti, Lei Zhao, Aishwarya Natarajan, Todd Richmond, John Moon, Rand Jean, Xia Sheng, Ron M. Roth, Jim Ignowski

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

Design Space Exploration of Analog CAM for Tree-Based Models.

Aishwarya Natarajan, Luca Buonanno, Todd Richmond, David Vickers, Xia Sheng, John Moon, Darrin Miller, Giacomo Pedretti, Catherine Graves, Jim Ignowski

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

2022

Analog and Neuromorphic computing with a framework on a reconfigurable platform.

Aishwarya Natarajan

PhD thesis, 2022

2021

Continuous-Time, Configurable Analog Linear System Solutions With Transconductance Amplifiers.

Jennifer Hasler, Aishwarya Natarajan

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

2020

Built-in Self-Test of Vector Matrix Multipliers on a Reconfigurable Device.

Aishwarya Natarajan, Jennifer Hasler

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Analog Solutions of Systems of Linear Equations on a Configurable Platform.

Aishwarya Natarajan, Jennifer Hasler

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Implementation of Synapses with Hodgkin Huxley Neurons on the FPAA.

Aishwarya Natarajan, Jennifer Hasler

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Temperature Sensitivity and Compensation on a Reconfigurable Platform.

Sahil Shah, Hakan Toreyin, Jennifer Hasler, Aishwarya Natarajan

IEEE Trans. Very Large Scale Integr. Syst., 2018

Hodgkin-Huxley Neuron and FPAA Dynamics.

Aishwarya Natarajan, Jennifer Hasler

IEEE Trans. Biomed. Circuits Syst., 2018

Dynamics of Hodgkin Huxley Neuron across chips implemented on a reconfigurable platform.

Aishwarya Natarajan, Jennifer Hasler

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Quantitative growth analysis of pulp necrotic tooth (post-op) using modified region growing active contour model.

Leninisha Shanmugam, Krithika Gunasekaran, Aishwarya Natarajan, Vani Kaliaperumal

IET Image Process., 2017

SoC FPAA immersed junior level circuits course.

Jennifer Hasler, Aishwarya Natarajan, Sahil Shah, Sihwan Kim

Proceedings of the 2017 IEEE International Conference on Microelectronic Systems Education, 2017

Using SoC FPAA and integrated simulator for implementation of circuits and systems in education.

Aishwarya Natarajan, Jennifer Hasler

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017