Udayan Ganguly

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 68

Top Topics

Random Access Memory

Boltzmann Machines

Top Venues

Publications

Jayatika Sakhuja, Sandip Lashkare, Udayan Ganguly
Device-Aware Quantization in Resistive Random Access Memory-Based Crossbar Arrays to Account for Device Non-Idealities. DRC (2024)
Gaurav R, Abhishek A. Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
A Compact 140nW/input Winner-Take-All Circuit for Spiking Neural Networks. ISCAS (2024)
Nishant Saurabh, Paritosh Meihar, Shubham Patil, Udayan Ganguly
Ultra Low-Cost Epi-Gd2O3 MOSFET Based Novel 1T Frequency Detector. DRC (2024)
Abhishek A. Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
A Compact Low Power Multi-mode Spiking Neuron using Band to Band Tunneling. ISCAS (2024)
Atharva Raut, Abhishek A. Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
A sub-100 nW Power, Compact CTDSM with a Band-To-Band Tunnelling Loop Filter. ISCAS (2024)
Sivakumar Elangovan, Porus Vangala, Yeshwanth Sunnapu, Khalid Shaikh, Udayan Ganguly, Maryam Shojaei Baghini
Novel SRAM based Temporary Memory for PVT Variation Tolerant Analog In-Memory Computing. ISCAS (2024)
Shreyas Deshmukh, Shubham Patil, Anmol Biswas, Vivek Saraswat, Abhishek Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
Resistive Processing Unit-based On-chip ANN Training with Digital Memory. AICAS (2024)
Chetan Singh Thakur, Udayan Ganguly
Editorial: Focus on Neuromorphic Circuits and Systems using Emerging Devices. Neuromorph. Comput. Eng. 4 (1) (2024)
S. Shrivastava, A. Biswas, S. Chakrabarty, Gayatri Dash, Vivek Saraswat, Udayan Ganguly
System-level Impact of Non-Ideal Program-Time of Charge Trap Flash (CTF) on Deep Neural Network. CoRR (2024)
Abhishek Kadam, Anmol Biswas, Vivek Saraswat, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
Real-world Performance Estimation of Liquid State Machines for Spoken Digit Classification. IJCNN (2023)
Shreyas Deshmukh, Vivek Saraswat, Venkatesh Gopinath, Rajesh Nair, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
ANN Inference enabled by Variability Mitigation using 2T-1R Bit Cell-based Design Space Analysis. ISCAS (2023)
Anmol Biswas, Vivek Saraswat, Udayan Ganguly
A temporally and spatially local spike-based backpropagation algorithm to enable training in hardware. Neuromorph. Comput. Eng. 3 (3) (2023)
Shrivastava Shalini, Vivek Saraswat, Gayatri Dash, Samyak Chakrabarty, Udayan Ganguly
Non-Ideal Program-Time Conservation in Charge Trap Flash for Deep Learning. CoRR (2023)
Raghav Singhal, Vivek Saraswat, Shreyas Deshmukh, Sreenivas Subramoney, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
Enhanced regularization for on-chip training using analog and temporary memory weights. Neural Networks 165 (2023)
Paritosh Meihar, Rowtu Srinu, Vivek Saraswat, Sandip Lashkare, Halid Mulaosmanovic, Stefan Dünkel, Sven Beyer, Udayan Ganguly
FeFET-based MirrorBit cell for High-density NVM storage. CoRR (2023)
Abhishek Kadam, Ajay Kumar Singh, Laxmeesha Somappa, Maryam Shojaei Baghini, Udayan Ganguly
A Compact and Ultra-Low-Power Low-Pass Filter Based on Band-to-Band Tunneling Effect. IEEE Trans. Circuits Syst. II Express Briefs 70 (9) (2023)
Rohit K. Vartak, Vivek Saraswat, Udayan Ganguly
Robustness to Variability and Asymmetry of In-Memory On-Chip Training. ICANN (9) (2023)
Vineet Kotariya, Anmol Biswas, Udayan Ganguly
E-STDP: A Spatio-Temporally Local Unsupervised Learning Rule for Sparse Coded Spiking Convolutional Autoencoders. IJCNN (2023)
Shubham Patil, Jayatika Sakhuja, Ajay Kumar Singh, Anmol Biswas, Vivek Saraswat, Sandeep Kumar, Sandip Lashkare, Udayan Ganguly
Schottky Barrier MOSFET Enabled Ultra-Low Power Real-Time Neuron for Neuromorphic Computing. CoRR (2023)
Shubham Patil, Anand Sharma, Gaurav R, Abhishek Kadam, Ajay Kumar Singh, Sandip Lashkare, Nihar Ranjan Mohapatra, Udayan Ganguly
Process Voltage Temperature Variability Estimation of Tunneling Current for Band-to-Band-Tunneling based Neuron. CoRR (2023)
Anmol Biswas, Nivedya S. Nambiar, Kushal Kejriwal, Udayan Ganguly
MAdapter: A Multimodal Adapter for Liquid State Machines configures the Input Layer for the same Reservoir to enable Vision and Speech Classification. IJCNN (2023)
Paritosh Meihar, Rowtu Srinu, Sandip Lashkare, Ajay Kumar Singh, Halid Mulaosmanovic, Veeresh Deshpande, Stefan Dünkel, Sven Beyer, Udayan Ganguly
Ferroelectric MirrorBit-Integrated Field-Programmable Memory Array for TCAM, Storage, and In-Memory Computing Applications. CoRR (2023)
Vadlamani Madhav, Vivek Saraswat, Udayan Ganguly
Optimizing Throughput and Latency of Static 5G Multicast Networks using Boltzmann Machines. IJCNN (2023)
Rajat Patel, Vivek Saraswat, Udayan Ganguly
Liquid State Machine on Loihi: Memory Metric for Performance Prediction. ICANN (3) (2022)
Wasi Uddin, Ankit Bende, Avinash Singh, Tarun Malviya, Rohit Ranjan, Kumar Priyadarshi, Udayan Ganguly
Indigenous Fab-Lab Hybrid Device Integration for Phase Change Memory for In-Memory Computing. VDAT (2022)
Vivek Saraswat, Udayan Ganguly
RRAM to enable large-scale stochastic recurrent neural networks. Neuromorph. Comput. Eng. 2 (1) (2022)
Ashwin Sanjay Lele, Srivatsava Jandhyala, Saurabh Gangurde, Virendra Singh, Sreenivas Subramoney, Udayan Ganguly
Disrupting Low-Write-Energy vs. Fast-Read Dilemma in RRAM to Enable L1 Instruction Cache. VDAT (2022)
Anmol Biswas, Vivek Saraswat, Udayan Ganguly
A Temporally and Spatially Local Spike-based Backpropagation Algorithm to Enable Training in Hardware. CoRR (2022)
Vineet Kotariya, Udayan Ganguly
Spiking-GAN: A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding. IJCNN (2022)
Ajay Kumar Singh, Vivek Saraswat, Maryam Shojaei Baghini, Udayan Ganguly
Quantum Tunneling Based Ultra-Compact and Energy Efficient Spiking Neuron Enables Hardware SNN. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (8) (2022)
Vivek Saraswat, Ajinkya Gorad, Anand Naik, Aakash Patil, Udayan Ganguly
Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification. CoRR (2021)
Jayesh Choudhary, Vivek Saraswat, Udayan Ganguly
Algorithm for 3D-Chemotaxis Using Spiking Neural Network. ICANN (5) (2021)
Vivek Saraswat, Udayan Ganguly
RRAM to enable Large-Scale Stochastic Recurrent Neural Networks. CoRR (2021)
Apoorv Kishore, Vivek Saraswat, Udayan Ganguly
Simplified Klinokinesis using Spiking Neural Networks for Resource-Constrained Navigation on the Neuromorphic Processor Loihi. CoRR (2021)
Apoorv Kishore, Vivek Saraswat, Udayan Ganguly
Simplified Klinokinesis using Spiking Neural Networks for Resource-Constrained Navigation on the N euromorphic Processor Loihi. IJCNN (2021)
Jayesh Choudhary, Vivek Saraswat, Udayan Ganguly
Algorithm For 3D-Chemotaxis Using Spiking Neural Network. CoRR (2021)
Vivek Saraswat, Ajinkya Gorad, Anand Naik, Aakash Patil, Udayan Ganguly
Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification. IJCNN (2021)
Vineet Kotariya, Udayan Ganguly
Spiking-GAN: A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding. CoRR (2021)
Omkar Phadke, Jayatika Sakhuja, Vivek Saraswat, Udayan Ganguly
Exploiting the Electrothermal Timescale in PrMnO3 RRAM for a compact, clock-less neuron exhibiting biological spiking patterns. CoRR (2021)
Varun Bhatt, Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. IJCNN (2020)
Udayan Ganguly, Sandip Lashkare, Swaroop Ganguly
India's Rise in Nanoelectronics Research. CoRR (2020)
Varun Bhatt, Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. CoRR (2020)
Ashwin Sanjay Lele, Anand Naik, Lakshya Bandhu, Bhaskar Das, Udayan Ganguly
Circuit Cost Reduction for Online STDP using NIPIN Selector as Timekeeping Device in RRAM Synapse. ISCAS (2020)
Shruti Landge, Vivek Saraswat, Srisht Fateh Singh, Udayan Ganguly
n-Oscillator Neural Network based Efficient Cost Function for n-city Traveling Salesman Problem. IJCNN (2020)
Sandip Lashkare, A. Bhat, Udayan Ganguly
Temperature Dependence of Volatile Current shoot-up in PrMnO3 based Selector-less RRAM. CoRR (2020)
Shashwat Shukla, Rohan Pathak, Vivek Saraswat, Udayan Ganguly
Adaptive Chemotaxis for Improved Contour Tracking Using Spiking Neural Networks. ICANN (2) (2020)
Jayatika Sakhuja, Sandip Lashkare, Vivek Saraswat, Udayan Ganguly
Thermal Engineering of Volatile Switching in PrMnO3 RRAM: Non-Linearity in DC IV Characteristics and Transient Switching Speed. DRC (2020)
Shashwat Shukla, Rohan Pathak, Vivek Saraswat, Udayan Ganguly
Adaptive Chemotaxis for improved Contour Tracking using Spiking Neural Networks. CoRR (2020)
Vivek Saraswat, Sandip Lashkare, Pankaj Kumbhare, Udayan Ganguly
Fundamental Limit on Network Size Scaling of Oscillatory Neural Networks due to PrMnO3 based Oscillator Phase Noise. DRC (2019)
Ajinkya Gorad, Vivek Saraswat, Udayan Ganguly
Predicting Performance using Approximate State Space Model for Liquid State Machines. IJCNN (2019)
Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly
Ultra-low Energy charge trap flash based synapse enabled by parasitic leakage mitigation. CoRR (2019)
Tanmay Chavan, Sangya Dutta, Nihar R. Mohapatra, Udayan Ganguly
Band-to-Band Tunneling based Ultra-Energy Efficient Silicon Neuron. CoRR (2019)
Ajinkya Gorad, Vivek Saraswat, Udayan Ganguly
Predicting Performance using Approximate State Space Model for Liquid State Machines. CoRR (2019)
Sandip Lashkare, A. Bhat, Pankaj Kumbhare, Udayan Ganguly
Transient Joule Heating in PrMnO3 RRAM enables ReLU type Neuron. NVMTS (2018)
Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly
A case for multiple and parallel RRAMs as synaptic model for training SNNs. CoRR (2018)
Aditya Shukla, Udayan Ganguly
An On-Chip Trainable and the Clock-Less Spiking Neural Network With 1R Memristive Synapses. IEEE Trans. Biomed. Circuits Syst. 12 (4) (2018)
Varun Bhatt, Udayan Ganguly
Sparsity Enables Data and Energy Efficient Spiking Convolutional Neural Networks. ICANN (1) (2018)
Sandip Lashkare, Pankaj Kumbhare, Vivek Saraswat, Shouri Chatterjee, Udayan Ganguly
A Compact PrMnO3 Based Oscillator as an Alternative to CMOS Ring Oscillator in a Smart Temperature Sensor. IEEE SENSORS (2018)
Anakha V. Babu, Sandip Lashkare, Udayan Ganguly, Bipin Rajendran
Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics. Neurocomputing 321 (2018)
Tanmay Chavan, S. Dutta, Nihar R. Mohapatra, Udayan Ganguly
An Ultra Energy Efficient Neuron enabled by Tunneling in Sub-threshold Regime on a Highly Manufacturable 32 nm SOI CMOS Technology. DRC (2018)
Shashwat Shukla, Sangya Dutta, Udayan Ganguly
Design of Spiking Rate Coded Logic Gates for C. elegans Inspired Contour Tracking. ICANN (1) (2018)
Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly
A case for multiple and parallel RRAMs as synaptic model for training SNNs. IJCNN (2018)
S. Shrivastava, Udayan Ganguly
Array programming scheme to enable improved transient based non-linearity in impact ionization based Si-NIPIN selectors for low power. NVMTS (2017)
Aditya Shukla, Vinay Kumar, Udayan Ganguly
A Software-equivalent SNN Hardware using RRAM-array for Asynchronous Real-time Learning. CoRR (2017)
Aditya Shukla, Vinay Kumar, Udayan Ganguly
A software-equivalent SNN hardware using RRAM-array for asynchronous real-time learning. IJCNN (2017)
Aditya Shukla, Udayan Ganguly
A Real-time Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. CoRR (2017)
Anmol Biswas, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly
A simple and efficient SNN and its performance & robustness evaluation method to enable hardware implementation. CoRR (2016)
Sushant Mittal, Aneesh Nainani, M. C. Abraham, Saurabh Lodha, Udayan Ganguly
Enhanced Circuit Densities in Epitaxially Defined FinFETs (EDFinFETs) over FinFETs. CoRR (2016)
Pankaj Kumbhare, Indranil Chakraborty, A. K. Singh, S. Chouhan, Neeraj Panwar, Udayan Ganguly
A selectorless RRAM with record memory window and nonlinearity based on trap filled limit mechanism. NVMTS (2015)