Udayan Ganguly

82 papers B 13C 10Journal 38Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A 0.93 nW/node Ultra-Low Power Oscillatory Neural Network using BTBT-based Oscillators. ISCAS Abhinav Thaduri, Abhishek A. Kadam, Laxmeesha Somappa, Udayan Ganguly, Maryam Shojaei Baghini
2025	C	`conf`	A Hardware-Software Co-Design Platform to Evaluate SNN Workloads for ReRAM-based IMC. ISCAS Nirmal Shah, Jayatika Sakhuja, Udayan Ganguly, Sandip Lashkare, Laxmeesha Somappa
2025	C	`conf`	A Neuromodulation-based Spiking Neural Network using ReRAM Array. ISCAS Nirmal Shah, Jayatika Sakhuja, Udayan Ganguly, Sandip Lashkare, Laxmeesha Somappa
2025	J	`jnl`	Analog and Temporary On-chip Memory for ANN Training and Inference. ACM J. Emerg. Technol. Comput. Syst. Shreyas Deshmukh, Raghav Singhal, Shruti Landge, Vivek Saraswat, Anmol Biswas, Abhishek Kadam, Ajay Kumar Singh, Sreenivas Subramoney, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2025	C	`conf`	Band to Band Tunneling-Based Low Power and Low Area Tunable Spike Delay Element. ISCAS Abhishek A. Kadam, Shreyas Deshmukh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2025	J	`jnl`	Regularization-based Framework for Quantization-, Fault- and Variability-Aware Training. CoRR Anmol Biswas, Raghav Singhal, Sivakumar Elangovan, Shreyas Sabnis, Udayan Ganguly
2025	J	`jnl`	Symbol Detection in a MIMO Wireless Communication System Using a FeFET-coupled CMOS Ring Oscillator Array. CoRR Harsh Kumar Jadia, Abhinaba Ghosh, Md Hanif Ali, Syed Farid Uddin, Sathish N, Shirshendu Mandal, Nihal Raut, Halid Mulaosmanovic, Stefan Dünkel, Sven Beyer, Suraj Amonkar, Udayan Ganguly, Veeresh Deshpande, Debanjan Bhowmik
2024	C	`conf`	A Compact 140nW/input Winner-Take-All Circuit for Spiking Neural Networks. ISCAS Gaurav R, Abhishek A. Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2024	C	`conf`	A Compact Low Power Multi-mode Spiking Neuron using Band to Band Tunneling. ISCAS Abhishek A. Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2024	C	`conf`	A sub-100 nW Power, Compact CTDSM with a Band-To-Band Tunnelling Loop Filter. ISCAS Atharva Raut, Abhishek A. Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2024	—	`conf`	Area Efficient Multi-Memristor Bit Cell Design for Resistive Processing Unit-Based Neural Network Training. NVMTS Gaurav R, Ujwal Uttarwar, Shreyas Deshmukh, Jayatika Sakhuja, Kunal Randad, Samarth Agarwal, Akshata Koshti, Anmol Biswas, Udayan Ganguly
2024	—	`conf`	Device-Aware Quantization in Resistive Random Access Memory-Based Crossbar Arrays to Account for Device Non-Idealities. DRC Jayatika Sakhuja, Sandip Lashkare, Udayan Ganguly
2024	J	`jnl`	Editorial: Focus on Neuromorphic Circuits and Systems using Emerging Devices. Neuromorph. Comput. Eng. Chetan Singh Thakur, Udayan Ganguly
2024	J	`jnl`	Heracles: A HfO CoRR Luca Fehlings, Md Hanif Ali, Paolo Gibertini, Egidio A. Gallicchio, Udayan Ganguly, Veeresh Deshpande, Erika Covi
2024	—	`conf`	Impact of Memory Parameters on Sensitivity Margin of Analog-to-Digital Converter Limiting Neural Network Density. NVMTS Nirmal Solanki, Harshvardhan Singh, Sandip Lashkare, Jayatika Sakhuja, Udayan Ganguly
2024	C	`conf`	Novel SRAM based Temporary Memory for PVT Variation Tolerant Analog In-Memory Computing. ISCAS Sivakumar Elangovan, Porus Vangala, Yeshwanth Sunnapu, Khalid Shaikh, Udayan Ganguly, Maryam Shojaei Baghini
2024	B	`conf`	QFALT: Quantization and Fault Aware Loss for Training Enables Performance Recovery with Unreliable Weights. IJCNN Anmol Biswas, Udayan Ganguly
2024	—	`conf`	Resistive Processing Unit-based On-chip ANN Training with Digital Memory. AICAS Shreyas Deshmukh, Shubham Patil, Anmol Biswas, Vivek Saraswat, Abhishek Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2024	J	`jnl`	System-level Impact of Non-Ideal Program-Time of Charge Trap Flash (CTF) on Deep Neural Network. CoRR Shalini Shrivastava, Anmol Biswas, Samyak Chakrabarty, Gayatri Dash, Vivek Saraswat, Udayan Ganguly
2024	—	`conf`	Temporal and Spatial Reservoir Ensembling Techniques for Liquid State Machines. ICONS Anmol Biswas, Sharvari Ashok Medhe, Raghav Singhal, Udayan Ganguly
2024	J	`jnl`	Temporal and Spatial Reservoir Ensembling Techniques for Liquid State Machines. CoRR Anmol Biswas, Sharvari Ashok Medhe, Raghav Singhal, Udayan Ganguly
2024	—	`conf`	Ultra Low-Cost Epi-Gd2O3 MOSFET Based Novel 1T Frequency Detector. DRC Nishant Saurabh, Paritosh Meihar, Shubham Patil, Udayan Ganguly
2023	J	`jnl`	A Compact and Ultra-Low-Power Low-Pass Filter Based on Band-to-Band Tunneling Effect. IEEE Trans. Circuits Syst. II Express Briefs Abhishek Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2023	J	`jnl`	A temporally and spatially local spike-based backpropagation algorithm to enable training in hardware. Neuromorph. Comput. Eng. Anmol Biswas, Vivek Saraswat, Udayan Ganguly
2023	C	`conf`	ANN Inference enabled by Variability Mitigation using 2T-1R Bit Cell-based Design Space Analysis. ISCAS Shreyas Deshmukh, Vivek Saraswat, Venkatesh Gopinath, Rajesh Nair, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2023	B	`conf`	E-STDP: A Spatio-Temporally Local Unsupervised Learning Rule for Sparse Coded Spiking Convolutional Autoencoders. IJCNN Vineet Kotariya, Anmol Biswas, Udayan Ganguly
2023	J	`jnl`	Enhanced regularization for on-chip training using analog and temporary memory weights. Neural Networks Raghav Singhal, Vivek Saraswat, Shreyas Deshmukh, Sreenivas Subramoney, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2023	J	`jnl`	FeFET-based MirrorBit cell for High-density NVM storage. CoRR Paritosh Meihar, Rowtu Srinu, Vivek Saraswat, Sandip Lashkare, Halid Mulaosmanovic, Stefan Dünkel, Sven Beyer, Udayan Ganguly
2023	J	`jnl`	Ferroelectric MirrorBit-Integrated Field-Programmable Memory Array for TCAM, Storage, and In-Memory Computing Applications. CoRR Paritosh Meihar, Rowtu Srinu, Sandip Lashkare, Ajay Kumar Singh, Halid Mulaosmanovic, Veeresh Deshpande, Stefan Dünkel, Sven Beyer, Udayan Ganguly
2023	B	`conf`	MAdapter: A Multimodal Adapter for Liquid State Machines configures the Input Layer for the same Reservoir to enable Vision and Speech Classification. IJCNN Anmol Biswas, Nivedya S. Nambiar, Kushal Kejriwal, Udayan Ganguly
2023	J	`jnl`	Non-Ideal Program-Time Conservation in Charge Trap Flash for Deep Learning. CoRR Shrivastava Shalini, Vivek Saraswat, Gayatri Dash, Samyak Chakrabarty, Udayan Ganguly
2023	B	`conf`	Optimizing Throughput and Latency of Static 5G Multicast Networks using Boltzmann Machines. IJCNN Vadlamani Madhav, Vivek Saraswat, Udayan Ganguly
2023	J	`jnl`	Process Voltage Temperature Variability Estimation of Tunneling Current for Band-to-Band-Tunneling based Neuron. CoRR Shubham Patil, Anand Sharma, Gaurav R, Abhishek Kadam, Ajay Kumar Singh, Sandip Lashkare, Nihar Ranjan Mohapatra, Udayan Ganguly
2023	B	`conf`	Real-world Performance Estimation of Liquid State Machines for Spoken Digit Classification. IJCNN Abhishek Kadam, Anmol Biswas, Vivek Saraswat, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
2023	—	`conf`	Robustness to Variability and Asymmetry of In-Memory On-Chip Training. ICANN (9) Rohit K. Vartak, Vivek Saraswat, Udayan Ganguly
2023	J	`jnl`	Schottky Barrier MOSFET Enabled Ultra-Low Power Real-Time Neuron for Neuromorphic Computing. CoRR Shubham Patil, Jayatika Sakhuja, Ajay Kumar Singh, Anmol Biswas, Vivek Saraswat, Sandeep Kumar, Sandip Lashkare, Udayan Ganguly
2022	J	`jnl`	A Temporally and Spatially Local Spike-based Backpropagation Algorithm to Enable Training in Hardware. CoRR Anmol Biswas, Vivek Saraswat, Udayan Ganguly
2022	—	`conf`	Disrupting Low-Write-Energy vs. Fast-Read Dilemma in RRAM to Enable L1 Instruction Cache. VDAT Ashwin Sanjay Lele, Srivatsava Jandhyala, Saurabh Gangurde, Virendra Singh, Sreenivas Subramoney, Udayan Ganguly
2022	—	`conf`	Indigenous Fab-Lab Hybrid Device Integration for Phase Change Memory for In-Memory Computing. VDAT Wasi Uddin, Ankit Bende, Avinash Singh, Tarun Malviya, Rohit Ranjan, Kumar Priyadarshi, Udayan Ganguly
2022	—	`conf`	Liquid State Machine on Loihi: Memory Metric for Performance Prediction. ICANN (3) Rajat Patel, Vivek Saraswat, Udayan Ganguly
2022	J	`jnl`	Quantum Tunneling Based Ultra-Compact and Energy Efficient Spiking Neuron Enables Hardware SNN. IEEE Trans. Circuits Syst. I Regul. Pap. Ajay Kumar Singh, Vivek Saraswat, Maryam Shojaei Baghini, Udayan Ganguly
2022	B	`conf`	Spiking-GAN: A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding. IJCNN Vineet Kotariya, Udayan Ganguly
2022	J	`jnl`	Stochasticity invariance control in Pr Neuromorph. Comput. Eng. Vivek Saraswat, Udayan Ganguly
2021	J	`jnl`	Algorithm For 3D-Chemotaxis Using Spiking Neural Network. CoRR Jayesh Choudhary, Vivek Saraswat, Udayan Ganguly
2021	—	`conf`	Algorithm for 3D-Chemotaxis Using Spiking Neural Network. ICANN (5) Jayesh Choudhary, Vivek Saraswat, Udayan Ganguly
2021	J	`jnl`	Exploiting the Electrothermal Timescale in PrMnO3 RRAM for a compact, clock-less neuron exhibiting biological spiking patterns. CoRR Omkar Phadke, Jayatika Sakhuja, Vivek Saraswat, Udayan Ganguly
2021	B	`conf`	Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification. IJCNN Vivek Saraswat, Ajinkya Gorad, Anand Naik, Aakash Patil, Udayan Ganguly
2021	J	`jnl`	Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification. CoRR Vivek Saraswat, Ajinkya Gorad, Anand Naik, Aakash Patil, Udayan Ganguly
2021	B	`conf`	Simplified Klinokinesis using Spiking Neural Networks for Resource-Constrained Navigation on the N euromorphic Processor Loihi. IJCNN Apoorv Kishore, Vivek Saraswat, Udayan Ganguly
2021	J	`jnl`	Simplified Klinokinesis using Spiking Neural Networks for Resource-Constrained Navigation on the Neuromorphic Processor Loihi. CoRR Apoorv Kishore, Vivek Saraswat, Udayan Ganguly
2021	J	`jnl`	Spiking-GAN: A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding. CoRR Vineet Kotariya, Udayan Ganguly
2021	J	`jnl`	Stochasticity Invariance Control in Pr CoRR Vivek Saraswat, Udayan Ganguly
2020	—	`conf`	Adaptive Chemotaxis for Improved Contour Tracking Using Spiking Neural Networks. ICANN (2) Shashwat Shukla, Rohan Pathak, Vivek Saraswat, Udayan Ganguly
2020	J	`jnl`	Adaptive Chemotaxis for improved Contour Tracking using Spiking Neural Networks. CoRR Shashwat Shukla, Rohan Pathak, Vivek Saraswat, Udayan Ganguly
2020	C	`conf`	Circuit Cost Reduction for Online STDP using NIPIN Selector as Timekeeping Device in RRAM Synapse. ISCAS Ashwin Sanjay Lele, Anand Naik, Lakshya Bandhu, Bhaskar Das, Udayan Ganguly
2020	J	`jnl`	India's Rise in Nanoelectronics Research. CoRR Udayan Ganguly, Sandip Lashkare, Swaroop Ganguly
2020	B	`conf`	Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. IJCNN Varun Bhatt, Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly
2020	J	`jnl`	Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. CoRR Varun Bhatt, Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly
2020	J	`jnl`	Temperature Dependence of Volatile Current shoot-up in PrMnO3 based Selector-less RRAM. CoRR Sandip Lashkare, Ashwin Bhat, Udayan Ganguly
2020	—	`conf`	Thermal Engineering of Volatile Switching in PrMnO3 RRAM: Non-Linearity in DC IV Characteristics and Transient Switching Speed. DRC Jayatika Sakhuja, Sandip Lashkare, Vivek Saraswat, Udayan Ganguly
2020	B	`conf`	n-Oscillator Neural Network based Efficient Cost Function for n-city Traveling Salesman Problem. IJCNN Shruti Landge, Vivek Saraswat, Srisht Fateh Singh, Udayan Ganguly
2019	J	`jnl`	Band-to-Band Tunneling based Ultra-Energy Efficient Silicon Neuron. CoRR Tanmay Chavan, Sangya Dutta, Nihar R. Mohapatra, Udayan Ganguly
2019	—	`conf`	Fundamental Limit on Network Size Scaling of Oscillatory Neural Networks due to PrMnO3 based Oscillator Phase Noise. DRC Vivek Saraswat, Sandip Lashkare, Pankaj Kumbhare, Udayan Ganguly
2019	B	`conf`	Predicting Performance using Approximate State Space Model for Liquid State Machines. IJCNN Ajinkya Gorad, Vivek Saraswat, Udayan Ganguly
2019	J	`jnl`	Predicting Performance using Approximate State Space Model for Liquid State Machines. CoRR Ajinkya Gorad, Vivek Saraswat, Udayan Ganguly
2019	J	`jnl`	Ultra-low Energy charge trap flash based synapse enabled by parasitic leakage mitigation. CoRR Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly
2018	—	`conf`	A Compact PrMnO3 Based Oscillator as an Alternative to CMOS Ring Oscillator in a Smart Temperature Sensor. IEEE SENSORS Sandip Lashkare, Pankaj Kumbhare, Vivek Saraswat, Shouri Chatterjee, Udayan Ganguly
2018	B	`conf`	A case for multiple and parallel RRAMs as synaptic model for training SNNs. IJCNN Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly
2018	J	`jnl`	A case for multiple and parallel RRAMs as synaptic model for training SNNs. CoRR Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly
2018	J	`jnl`	An On-Chip Trainable and the Clock-Less Spiking Neural Network With 1R Memristive Synapses. IEEE Trans. Biomed. Circuits Syst. Aditya Shukla, Udayan Ganguly
2018	—	`conf`	An Ultra Energy Efficient Neuron enabled by Tunneling in Sub-threshold Regime on a Highly Manufacturable 32 nm SOI CMOS Technology. DRC Tanmay Chavan, S. Dutta, Nihar R. Mohapatra, Udayan Ganguly
2018	—	`conf`	Design of Spiking Rate Coded Logic Gates for C. elegans Inspired Contour Tracking. ICANN (1) Shashwat Shukla, Sangya Dutta, Udayan Ganguly
2018	—	`conf`	Sparsity Enables Data and Energy Efficient Spiking Convolutional Neural Networks. ICANN (1) Varun Bhatt, Udayan Ganguly
2018	J	`jnl`	Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics. Neurocomputing Anakha V. Babu, Sandip Lashkare, Udayan Ganguly, Bipin Rajendran
2018	—	`conf`	Transient Joule Heating in PrMnO3 RRAM enables ReLU type Neuron. NVMTS Sandip Lashkare, A. Bhat, Pankaj Kumbhare, Udayan Ganguly
2017	J	`jnl`	A Real-time Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. CoRR Aditya Shukla, Udayan Ganguly
2017	J	`jnl`	A Software-equivalent SNN Hardware using RRAM-array for Asynchronous Real-time Learning. CoRR Aditya Shukla, Vinay Kumar, Udayan Ganguly
2017	B	`conf`	A software-equivalent SNN hardware using RRAM-array for asynchronous real-time learning. IJCNN Aditya Shukla, Vinay Kumar, Udayan Ganguly
2017	—	`conf`	Array programming scheme to enable improved transient based non-linearity in impact ionization based Si-NIPIN selectors for low power. NVMTS Shalini Shrivastava, Udayan Ganguly
2016	J	`jnl`	A simple and efficient SNN and its performance & robustness evaluation method to enable hardware implementation. CoRR Anmol Biswas, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly
2016	J	`jnl`	Enhanced Circuit Densities in Epitaxially Defined FinFETs (EDFinFETs) over FinFETs. CoRR Sushant Mittal, Aneesh Nainani, M. C. Abraham, Saurabh Lodha, Udayan Ganguly
2015	—	`conf`	A selectorless RRAM with record memory window and nonlinearity based on trap filled limit mechanism. NVMTS Pankaj Kumbhare, Indranil Chakraborty, A. K. Singh, S. Chouhan, Neeraj Panwar, Udayan Ganguly