Chetan Singh Thakur

According to our database, Chetan Singh Thakur authored at least 88 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EventASEG: An Event-Based Asynchronous Segmentation of Road With Likelihood Attention.

Lakshmi Annamalai, Chetan Singh Thakur

IEEE Robotics Autom. Lett., August, 2024

RAMAN: A Reconfigurable and Sparse tinyML Accelerator for Inference on Edge.

Adithya Krishna, Srikanth Rohit Nudurupati, Chandana D. G, Pritesh Dwivedi, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur

IEEE Internet Things J., July, 2024

ARYABHAT: A Digital-Like Field Programmable Analog Computing Array for Edge AI.

Pratik Kumar, Ankita Nandi, Ayan Saha, Kurupati Sai Pruthvi Teja, Ratul Das, Shantanu Chakrabartty, Chetan Singh Thakur

IEEE Trans. Circuits Syst. I Regul. Pap., May, 2024

Tau-Cell-Based Analog Silicon Retina With Spatio- Temporal Filtering and Contrast Gain Control.

Prince Philip, Kapil Jainwal, André van Schaik, Chetan Singh Thakur

IEEE Trans. Biomed. Circuits Syst., April, 2024

Editorial: Focus on Neuromorphic Circuits and Systems using Emerging Devices.

Chetan Singh Thakur, Udayan Ganguly

Neuromorph. Comput. Eng., March, 2024

EventMASK: A Frame-Free Rapid Human Instance Segmentation With Event Camera Through Constrained Mask Propagation.

Lakshmi Annamalai, Vignesh Ramanathan, Chetan Singh Thakur

IEEE Robotics Autom. Lett., 2024

Beyond supervision: An unsupervised spatio-temporal point cloud noise modeling for event vision sensor.

Lakshmi Annamalai, Chetan Singh Thakur

Pattern Recognit. Lett., 2024

Low-latency machine learning FPGA accelerator for multi-qubit state discrimination.

Pradeep Kumar Gautam, Shantharam Kalipatnapu, Shankaranarayanan H, Ujjawal Singhal, Benjamin Lienhard, Vibhor Singh, Chetan Singh Thakur

CoRR, 2024

EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm.

Lakshmi Annamalai, Chetan Singh Thakur

CoRR, 2024

Margin Propagation based XOR-SAT Solvers for Decoding of LDPC Codes.

Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

CoRR, 2024

Margin Propagation based Analog Soft-Gates for Probabilistic Computing.

Ankita Nandi, Pratik Kumar, Shantanu Chakrabartty, Chetan Singh Thakur

Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

Multiplierless In-filter Computing for tinyML Platforms.

Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur

Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

tinyRadar: LSTM-based Real-time Multi-target Human Activity Recognition for Edge Computing.

Satyapreet Singh Yadav, Shreyansh Anand, Adithya M. D, Dasari Sai Nikitha, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Live Demonstration: Real-time audio and visual inference on the RAMAN TinyML accelerator.

Adithya Krishna, Ashwin Rajesh, Hitesh Pavan Oleti, Anand Chauhan, Shankaranarayanan H, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

Neuromorphic Computing With Address-Event-Representation Using Time-to-Event Margin Propagation.

Madhuvanthi Srivatsav R, Shantanu Chakrabartty, Chetan Singh Thakur

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

tinyRadar for Fitness: A Contactless Framework for Edge Computing.

Satyapreet Singh Yadav, Radha Agarwal, Kola Bharath, Sandeep Rao, Chetan Singh Thakur

IEEE Trans. Biomed. Circuits Syst., April, 2023

Bias-Scalable Near-Memory CMOS Analog Processor for Machine Learning.

Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Process, Bias, and Temperature Scalable CMOS Analog Computing Circuits for Machine Learning.

Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

IEEE Trans. Circuits Syst. I Regul. Pap., January, 2023

SQ-CARS: A Scalable Quantum Control and Readout System.

Ujjawal Singhal, Shantharam Kalipatnapu, Pradeep Kumar Gautam, Sourav Majumder, Vaibhav Venkata Lakshmi Pabbisetty, Srivatsava Jandhyala, Vibhor Singh, Chetan Singh Thakur

IEEE Trans. Instrum. Meas., 2023

RAMAN: A Re-configurable and Sparse tinyML Accelerator for Inference on Edge.

Adithya Krishna, Srikanth Rohit Nudurupati, Chandana D. G, Pritesh Dwivedi, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur

CoRR, 2023

Neuromorphic Computing with AER using Time-to-Event-Margin Propagation.

Madhuvanthi Srivatsav R, Shantanu Chakrabartty, Chetan Singh Thakur

CoRR, 2023

A Sparsity-driven tinyML Accelerator for Decoding Hand Kinematics in Brain-Computer Interfaces.

Adithya Krishna, Vignesh Ramanathan, Satyapreet Singh Yadav, Sahil Shah, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Live Demonstration: Audio Inference using Neuromorphic Cochlea on RAMAN Accelerator.

Adithya Krishna, Hitesh Pavan Oleti, Anand Chauhan, H. Shankaranarayanan, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

tinyRadar for Gesture Recognition: A Low-power System for Edge Computing.

Dileep Kankipati, Madhu Munasala, Dasari Sai Nikitha, Satyapreet Singh Yadav, Sandeep Rao, Chetan Singh Thakur

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2023

Live Demonstration: Real-time Gesture Recognition Using tinyRadar for Edge Computing.

Satyapreet Singh Yadav, Chetan Singh Thakur, Adithya M. D, Shreyansh Anand, Madhu Munasala, Dileep Kankipati

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

Multiplierless MP-Kernel Machine for Energy-Efficient Edge Devices.

Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur

IEEE Trans. Very Large Scale Integr. Syst., 2022

Neuromorphic Time-Multiplexed Reservoir Computing With On-the-Fly Weight Generation for Edge Devices.

Sarthak Gupta, Satrajit Chakraborty, Chetan Singh Thakur

IEEE Trans. Neural Networks Learn. Syst., 2022

Event-LSTM: An Unsupervised and Asynchronous Learning-Based Representation for Event-Based Data.

Lakshmi Annamalai, Vignesh Ramanathan, Chetan Singh Thakur

IEEE Robotics Autom. Lett., 2022

In-Filter Computing for Designing Ultralight Acoustic Pattern Recognizers.

Abhishek Ramdas Nair, Shantanu Chakrabartty, Chetan Singh Thakur

IEEE Internet Things J., 2022

Theroretical Insight into Batch Normalization: Data Dependant Auto-Tuning of Regularization Rate.

Lakshmi Annamalai, Chetan Singh Thakur

CoRR, 2022

Theory and Implementation of Process and Temperature Scalable Shape-based CMOS Analog Circuits.

Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

CoRR, 2022

CMOS Circuits for Shape-Based Analog Machine Learning.

Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

CoRR, 2022

tinyRadar: mmWave Radar based Human Activity Classification for Edge Computing.

Satyapreet Singh Yadav, Radha Agarwal, Kola Bharath, Sandeep Rao, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

An Always-On tinyML Acoustic Classifier for Ecological Applications.

Hemanth Reddy Sabbella, Abhishek Ramdas Nair, V. Gumme, Satyapreet Singh Yadav, Shantanu Chakrabartty, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

A Neuromorphic Proto-Object Based Dynamic Visual Saliency Model With a Hybrid FPGA Implementation.

Jamal Lottier Molin, Chetan Singh Thakur, Ernst Niebur, Ralph Etienne-Cummings

IEEE Trans. Biomed. Circuits Syst., 2021

Biomimetic FPGA-based spatial navigation model with grid cells and place cells.

Adithya Krishna, Divyansh Mittal, Siri Garudanagiri Virupaksha, Abhishek Ramdas Nair, Rishikesh Narayanan, Chetan Singh Thakur

Neural Networks, 2021

In-filter Computing For Designing Ultra-light Acoustic Pattern Recognizers.

Abhishek Ramdas Nair, Shantanu Chakrabartty, Chetan Singh Thakur

CoRR, 2021

FPGA Implementation of Particle Filters for Robotic Source Localization.

Adithya Krishna, André van Schaik, Chetan Singh Thakur

IEEE Access, 2021

Bayesian Source Localization Using Stochastic Computation.

Adithya Krishna, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Real-Time Object Detection and Localization in Compressive Sensed Video.

Yeshwanth Ravi Theja Bethi, Sathyaprakash Narayanan, Venkat Rangan, Anirban Chakraborty, Chetan Singh Thakur

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography.

Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John M. Rattray, Ralph Etienne-Cummings, Matthew A. Wilson

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Neuromorphic Fringe Projection Profilometry.

Ashish Rao Mangalore, Chandra Sekhar Seelamantula, Chetan Singh Thakur

IEEE Signal Process. Lett., 2020

Source localization using particle filtering on FPGA for robotic navigation with imprecise binary measurement.

Adithya Krishna, André van Schaik, Chetan Singh Thakur

CoRR, 2020

A Proto-Object Based Dynamic Visual Saliency Model with an FPGA Implementation.

Jamal Lottier Molin, Chetan Singh Thakur, Ralph Etienne-Cummings, Ernst Niebur

CoRR, 2020

QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware.

Vignesh Ramanathan, Pritesh Dwivedi, Bharath Katabathuni, Anirban Chakraborty, Chetan Singh Thakur

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

FPGA based Compressive Sensing Framework for Video Compression on Edge Devices.

Abin Bassam Ayub, Pallab Kumar Nath, Venkat Rangan, Chetan Singh Thakur

Proceedings of the 2020 24th International Symposium on VLSI Design and Test (VDAT), 2020

Implementation of Bayesian Fly Tracking Model using Analog Neuromorphic Circuits.

Alin Thomas Tharakan, Dheeraj Bhaskar, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

A Miniature Wireless Silicon-on-Insulator Image Sensor for Brain Fluorescence Imaging.

Jie Zhang, Adam Khalifa, Samuel Spetalnick, Milad Alemohammad, John M. Rattray, Chetan Singh Thakur, Adebayo Eisape, Ralph Etienne-Cummings

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Neuromorphic vision: From sensors to event-based algorithms.

Annamalai Lakshmi, Anirban Chakraborty, Chetan Singh Thakur

WIREs Data Mining Knowl. Discov., 2019

Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware.

Yeshwanth Ravi Theja Bethi, Sathyaprakash Narayanan, Venkat Rangan, Chetan Singh Thakur

CoRR, 2019

EvAn: Neuromorphic Event-based Anomaly Detection.

Lakshmi Annamalai, Anirban Chakraborty, Chetan Singh Thakur

CoRR, 2019

Multiplierless and Sparse Machine Learning based on Margin Propagation Networks.

Nazreen P. M., Shantanu Chakrabartty, Chetan Singh Thakur

CoRR, 2019

A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video.

Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John M. Rattray, Ralph Etienne-Cummings, Matthew A. Wilson

CoRR, 2019

A Compressive Sensing Video dataset using Pixel-wise coded exposure.

Sathyaprakash Narayanan, Yeshwanth Bethi, Chetan Singh Thakur

CoRR, 2019

A high-performance MoS2 synaptic device with floating gate engineering for Neuromorphic Computing.

Tathagata Paul, Tanweer Ahmed, Krishna Kanhaiya Tiwari, Chetan Singh Thakur, Arindam Ghosh

CoRR, 2019

ASIC Based LVDT Signal Conditioner for High-Accuracy Measurements.

K. P. Raghunath, K. V. Manu Sagar, T. Gokulan, Kundan Kumar, Chetan Singh Thakur

Proceedings of the VLSI Design and Test - 23rd International Symposium, 2019

Neuromorphic In-Memory Computing Framework using Memtransistor Cross-bar based Support Vector Machines.

Pratik Kumar, Abhishek Ramdas Nair, Oindrila Chatterjee, Tathagata Paul, Arindam Ghosh, Shantanu Chakrabartty, Chetan Singh Thakur

Proceedings of the 62nd IEEE International Midwest Symposium on Circuits and Systems, 2019

Analog Neuromorphic System Based on Multi Input Floating Gate MOS Neuron Model.

Ankit Tripathi, Mehdi Arabizadeh, Sourabh Khandelwal, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Real-Time Image Segmentation using Neuromorphic Pixel Array.

Raja Sharma, Sarthak Gupta, Kundan Kumar, Pratik Kumar, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

N-HAR: A Neuromorphic Event-Based Human Activity Recognition System using Memory Surfaces.

Bibrat Ranjan Pradhan, Yeshwanth Bethi, Sathyaprakash Narayanan, Anirban Chakraborty, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Live Demonstration: Real-Time Implementation of Proto-Object Based Visual Saliency Model.

Sathyaprakash Narayanan, Yeshwanth Bethi, Jamal Lottier, Ernst Niebur, Ralph Etienne-Cummings, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Low Power Neuromorphic Analog System Based on Sub-Threshold Current Mode Circuits.

Sarthak Gupta, Pratik Kumar, Kundan Kumar, Satrajit Chakraborty, Chetan Singh Thakur

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

SAMIR: Sparsity Amplified Iteratively-reweighted Beamforming for High-rsolution Ultrasound Imaging.

Amol G. Mahurkar, Praveen Kumar Pokala, Chetan Singh Thakur, Chandra Sekhar Seelamantula

Proceedings of the IEEE International Conference on Acoustics, 2019

A Portable Ultrasound Imaging System Utilizing Deep Generative Learning-Based Compressive Sensing On Pre-Beamformed RF Signals.

Saurabh Kumar Gupta, Kundan Kumar, Chandra Sekhar Seelamantula, Chetan Singh Thakur

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

An Analogue Neuromorphic Co-Processor That Utilizes Device Mismatch for Learning Applications.

Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Ralph Etienne-Cummings, Jonathan Tapson, André van Schaik

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain.

Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings

CoRR, 2018

An FPGA-based Massively Parallel Neuromorphic Cortex Simulator.

Runchun Wang, Chetan Singh Thakur, André van Schaik

CoRR, 2018

Neuromorphic Object Tracking Architecture, Based on Compound Eyes, and Implementation on FPGA.

Satrajit Chakraborty, Priyanka P, Sarthak Gupta, Saeed Afshar, Tara Julia Hamilton, Chetan Singh Thakur

Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

2017

Neuromorphic Hardware Architecture Using the Neural Engineering Framework for Pattern Recognition.

Runchun Wang, Chetan Singh Thakur, Gregory Cohen, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

IEEE Trans. Biomed. Circuits Syst., 2017

Spatiotemporal compressed sensing for video compression.

Tao Xiong, John M. Rattray, Jie Zhang, Chetan Singh Thakur, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings

Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera.

Tao Xiong, Jie Zhang, Chetan Singh Thakur, John M. Rattray, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Neuromorphic visual saliency implementation using stochastic computation.

Chetan Singh Thakur, Jamal Lottier Molin, Tao Xiong, Jie Zhang, Ernst Niebur, Ralph Etienne-Cummings

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Low-power, low-mismatch, highly-dense array of VLSI Mihalas-Niebur neurons.

Jamal Lottier Molin, Adebayo Eisape, Chetan Singh Thakur, Vigil Varghese, Christian Brandli, Ralph Etienne-Cummings

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Inference in spiking Bayesian neurons using stochastic computation.

Chetan Singh Thakur, Jamal Molin, Ralph Etienne-Cummings, André van Schaik

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Real-time image segmentation using a spiking neuromorphic processor.

Chetan Singh Thakur, Jamal Molin, Ralph Etienne-Cummings

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

A Low Power Trainable Neuromorphic Integrated Circuit That Is Tolerant to Device Mismatch.

Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

IEEE Trans. Circuits Syst. I Regul. Pap., 2016

A stochastic approach to STDP.

Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Electronic cochlea: CAR-FAC model on FPGA.

Ying Xu, Chetan Singh Thakur, Ram Kuber Singh, Runchun Wang, Jonathan Tapson, André van Schaik

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

An SRAM-based implementation of a convolutional neural network.

Runchun Wang, Gregory Cohen, Chetan Singh Thakur, Jonathan Tapson, André van Schaik

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron.

Saeed Afshar, Libin George, Chetan Singh Thakur, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton

IEEE Trans. Biomed. Circuits Syst., 2015

A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition.

Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

CoRR, 2015

A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch.

Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

CoRR, 2015

An Online Learning Algorithm for Neuromorphic Hardware Implementation.

Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

CoRR, 2015

A neuromorphic hardware framework based on population coding.

Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A reconfigurable mixed-signal implementation of a neuromorphic ADC.

Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, André van Schaik

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

A compact aVLSI conductance-based silicon neuron.

Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014

Live demonstration: FPGA implementation of the CAR model of the cochlea.

Chetan Singh Thakur, James Wright, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

FPGA implementation of the CAR Model of the cochlea.

Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik, Richard F. Lyon

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014