Vivek Saraswat

34 papers B 6C 1Journal 18Unranked 9

Year	Rank	Type	Title / Venue / Authors
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	J	`jnl`	Optimized Cloud Security: An AI-based Data Classification Approach for Financial Cloud Computing. J. Internet Serv. Inf. Secur. Pradeep Kanchan, Divya Paikaray, Ashwini Malviya, Ramkumar Krishnamoorthy, Vivek Saraswat, Sachin S. Pund
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
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	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`	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	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`	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	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`	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	—	`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	—	`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
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	—	`conf`	Anomalous Scaling of Response Time of Chemical Sensors with Concentration of Unstable Gases. IEEE SENSORS Vivek Saraswat, Pradeep R. Nair