Publications

Publications 2026

Neuromorphic Electronics for Intelligence Everywhere: Emerging Devices, Flexible Platforms, and Scalable System Architectures

Kapil Bhardwaj, Roshni Satheesh Babu, Yuxin Xia, Eva Bestelink, Radu Sporea, Nikos Hastas, Ioannis Zeimpekis, Dimitra G Georgiadou, Sayani Majumdar

Full text of article Neuromorphic Electronics for Intelligence Everywhere: Emerging Devices, Flexible Platforms, and Scalable System Architectures

Record High Polarization at 2 V and Imprint‐Free Operation in Superlattice HfO2‐ZrO2 by Proper Tuning of Ferro and Antiferroelectricity

Xinye Li, Padma Srivari, Mari Honkanen, Turkka Salminen, Sayani Majumdar

Full text of article Record High Polarization at 2 V and Imprint‐Free Operation in Superlattice HfO2‐ZrO2 by Proper Tuning of Ferro and Antiferroelectricity

Long-term reliability of naturally aged hafnium oxide ferroelectric transistors for energy-efficient embedded memory

Asim Senapati, Apu Das, Agniva Paul, Masud Rana Sk, Yannick Raffel, Ricardo Olivo, Padma Srivari, Gautham Kumar, Bhaswar Chakrabarti, Sayani Majumdar, Andrea Padovani, Sourav De

Full text of article Long-term reliability of naturally aged hafnium oxide ferroelectric transistors for energy-efficient embedded memory

Event-based neuromorphic sensing system with flexible haptic sensors and a memristive system on a chip

Wuyu Zhao, Yi Huang, Amit Tewari, Alireza Jaberi Rad, Andrew Zhang, Ning Ge, J. Joshua Yang, Miao Hu, Sayani Majumdar, Qiangfei Xia

Full text of article Event-based neuromorphic sensing system with flexible haptic sensors and a memristive system on a chip

Publications 2025

Real-World Data-Driven Fault-Tolerant Multimodal Sensor Fusion with Neuromorphic Associative Learning Circuit

Aditya D Arkalgud; Ishant Arora; Kapil Bhardwaj; Sayani Majumdar

Full text of article Real-World Data-Driven Fault-Tolerant Multimodal Sensor Fusion with Neuromorphic Associative Learning Circuit

Preventing False Activations in Autonomous Vehicles: A Memristive Associative Learning Approach with Selective Sensor Pairing

Kapil Bhardwaj; Dmitrii Semenov; Roman Sotner; Sayani Majumdar

Full text of article Preventing False Activations in Autonomous Vehicles: A Memristive Associative Learning Approach with Selective Sensor Pairing

Can ferroelectric tunnel junction be a game changer as eNVM and in neuromorphic hardware?

Sayani Majumdar

Full text of article Can ferroelectric tunnel junction be a game changer as eNVM and in neuromorphic hardware?

A Physics-Based Compact Model for Ferroelectric Capacitors Operating Down to Deep Cryogenic Temperatures for Applications in Analog Memory and Neuromorphic Architectures

Ella Paasio, Rikhard Ranta, Sayani Majumdar

Full text of article A Physics-Based Compact Model for Ferroelectric Capacitors Operating Down to Deep Cryogenic Temperatures for Applications in Analog Memory and Neuromorphic Architectures

Understanding fatigue and recovery mechanism in Hf0. 5Zr0. 5O2 capacitors for designing high endurance ferroelectric memory and neuromorphic hardware

Xinye Li, Padma Srivari, Ella Paasio, Sayani Majumdar

Full text of article Understanding fatigue and recovery mechanism in Hf0. 5Zr0. 5O2 capacitors for designing high endurance ferroelectric memory and neuromorphic hardware

Towards Improved Polarization Uniformity in Ferroelectric HfZrO Devices within Back End of Line Thermal Budget for Memory and Neuromorphic Applications

P Srivari, E Paasio, X Li, S Majumdar

Full text of article Towards Improved Polarization Uniformity in Ferroelectric HfZrO Devices within Back End of Line Thermal Budget for Memory and Neuromorphic Applications

A Memristive Associative Learning Circuit for Fault-Tolerant Multi-Sensor Fusion in Autonomous Vehicles

Kapil Bhardwaj, Dmitrii Semenov, Roman Sotner, Sayani Majumdar

Full text of article A Memristive Associative Learning Circuit for Fault-Tolerant Multi-Sensor Fusion in Autonomous Vehicles

Effect of Thermal Engineering on the Reliability of Analog States in Ferroelectric Hf0.5Zr0.5O2 Memory

Padma Srivari, Ella Paasio, Anika Anu, Md. Ashfak Haider Nehal, Sayani Majumdar

Toward Capacitive In-Memory-Computing: A Device to Systems Level Perspective on the Future of Artificial Intelligence Hardware

Kapil Bhardwaj, Ella Paasio, Sayani Majumdar

Full text of article Toward Capacitive In-Memory-Computing: A Device to Systems Level Perspective on the Future of Artificial Intelligence Hardware

Publications 2024

Ferroelectric Hf0. 5Zr0. 5O2 for Analog Memory and In‐Memory Computing Applications Down to Deep Cryogenic Temperatures

Heorhii Bohuslavskyi, Kestutis Grigoras, Mário Ribeiro, Mika Prunnila, Sayani Majumdar

Full text of article Ferroelectric Hf0. 5Zr0. 5O2 for Analog Memory and In‐Memory Computing Applications Down to Deep Cryogenic Temperatures

Harnessing ferroic ordering in thin film devices for analog memory and neuromorphic computing applications down to deep cryogenic temperatures

Sayani Majumdar

Full text of article Harnessing ferroic ordering in thin film devices for analog memory and neuromorphic computing applications down to deep cryogenic temperatures

Perspective Roadmap of Advanced HfO2-based Ferroelectric Field Effect Transistors

S De, CY Cho, T Ali, W Banerjee, LP Ramirez, N Barett, S Majumdar, TH Hou

Full text of article Perspective Roadmap of Advanced HfO2-based Ferroelectric Field Effect Transistors