Aishwarya Natarajan

18 papers A 1C 7Misc 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Analog In-Memory Computing Enhanced FPGA for High-Throughput and Energy-Efficient Acceleration.
FCCM
Archit Gajjar, Lei Zhao, Omar Eldash, Aishwarya Natarajan, Xia Sheng, Giacomo Pedretti, Aman Arora, Paolo Faraboschi, Jim Ignowski, Luca Buonanno
2025 A conf
Enhancing FPGAs with Analog In-Memory Computing Macros.
FPGA
Archit Gajjar, Lei Zhao, Omar Eldash, Aishwarya Natarajan, Rand Jean, Xia Sheng, Giacomo Pedretti, Paolo Faraboschi, Jim Ignowski, Luca Buonanno
2025 J jnl
NL-DPE: An Analog In-memory Non-Linear Dot Product Engine for Efficient CNN and LLM Inference.
CoRR
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
2025 C conf
RACE-IT: A Reconfigurable Analog Computing Engine for In-Memory Transformer Acceleration.
ICCD
Lei Zhao, Aishwarya Natarajan, Luca Buonanno, Archit Gajjar, Ron M. Roth, Sergey Serebryakov, John Moon, Omar Eldash, Jim Ignowski, Giacomo Pedretti
2025 J jnl
SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing.
CoRR
Matej Hejda, Aishwarya Natarajan, Chaerin Hong, Mehmet Berkay On, Sébastien d'Herbais de Thun, Raymond G. Beausoleil, Thomas Van Vaerenbergh
2024 C conf
Memristive Quaternary Content-Addressable Memories for Implementing Boolean Functions.
ISCAS
Luca Buonanno, Giacomo Pedretti, Lei Zhao, Aishwarya Natarajan, Todd Richmond, John Moon, Rand Jean, Xia Sheng, Ron M. Roth, Jim Ignowski
2023 — conf
Design Space Exploration of Analog CAM for Tree-Based Models.
MWSCAS
Aishwarya Natarajan, Luca Buonanno, Todd Richmond, David Vickers, Xia Sheng, John Moon, Darrin Miller, Giacomo Pedretti, Catherine Graves, Jim Ignowski
2022 — —
Analog and Neuromorphic computing with a framework on a reconfigurable platform.
Aishwarya Natarajan
2021 J jnl
Continuous-Time, Configurable Analog Linear System Solutions With Transconductance Amplifiers.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jennifer Hasler, Aishwarya Natarajan
2020 C conf
Analog Solutions of Systems of Linear Equations on a Configurable Platform.
ISCAS
Aishwarya Natarajan, Jennifer Hasler
2020 C conf
Built-in Self-Test of Vector Matrix Multipliers on a Reconfigurable Device.
ISCAS
Aishwarya Natarajan, Jennifer Hasler
2019 C conf
Implementation of Synapses with Hodgkin Huxley Neurons on the FPAA.
ISCAS
Aishwarya Natarajan, Jennifer Hasler
2018 C conf
Dynamics of Hodgkin Huxley Neuron across chips implemented on a reconfigurable platform.
ISCAS
Aishwarya Natarajan, Jennifer Hasler
2018 J jnl
Hodgkin-Huxley Neuron and FPAA Dynamics.
IEEE Trans. Biomed. Circuits Syst.
Aishwarya Natarajan, Jennifer Hasler
2018 J jnl
Temperature Sensitivity and Compensation on a Reconfigurable Platform.
IEEE Trans. Very Large Scale Integr. Syst.
Sahil Shah, Hakan Toreyin, Jennifer Hasler, Aishwarya Natarajan
2017 J jnl
Quantitative growth analysis of pulp necrotic tooth (post-op) using modified region growing active contour model.
IET Image Process.
Leninisha Shanmugam, Krithika Gunasekaran, Aishwarya Natarajan, Vani Kaliaperumal
2017 — conf
SoC FPAA immersed junior level circuits course.
MSE
Jennifer Hasler, Aishwarya Natarajan, Sahil Shah, Sihwan Kim
2017 C conf
Using SoC FPAA and integrated simulator for implementation of circuits and systems in education.
ISCAS
Aishwarya Natarajan, Jennifer Hasler