Chetan Singh Thakur

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 82

Top Topics

Fpga Implementation

Compressive Sensing

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Pradeep Kumar Gautam, Shantharam Kalipatnapu, Shankaranarayanan H, Ujjawal Singhal, Benjamin Lienhard, Vibhor Singh, Chetan Singh Thakur
Low-latency machine learning FPGA accelerator for multi-qubit state discrimination. CoRR (2024)
Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur
Multiplierless In-filter Computing for tinyML Platforms. VLSID (2024)
Lakshmi Annamalai, Vignesh Ramanathan, Chetan Singh Thakur
EventMASK: A Frame-Free Rapid Human Instance Segmentation With Event Camera Through Constrained Mask Propagation. IEEE Robotics Autom. Lett. 9 (4) (2024)
Lakshmi Annamalai, Chetan Singh Thakur
Beyond supervision: An unsupervised spatio-temporal point cloud noise modeling for event vision sensor. Pattern Recognit. Lett. 184 (2024)
Pratik Kumar, Ankita Nandi, Ayan Saha, Kurupati Sai Pruthvi Teja, Ratul Das, Shantanu Chakrabartty, Chetan Singh Thakur
ARYABHAT: A Digital-Like Field Programmable Analog Computing Array for Edge AI. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (5) (2024)
Lakshmi Annamalai, Chetan Singh Thakur
EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm. CoRR (2024)
Ankita Nandi, Pratik Kumar, Shantanu Chakrabartty, Chetan Singh Thakur
Margin Propagation based Analog Soft-Gates for Probabilistic Computing. VLSID (2024)
Satyapreet Singh Yadav, Shreyansh Anand, Adithya M. D, Dasari Sai Nikitha, Chetan Singh Thakur
tinyRadar: LSTM-based Real-time Multi-target Human Activity Recognition for Edge Computing. ISCAS (2024)
Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur
Margin Propagation based XOR-SAT Solvers for Decoding of LDPC Codes. CoRR (2024)
Prince Philip, Kapil Jainwal, André van Schaik, Chetan Singh Thakur
Tau-Cell-Based Analog Silicon Retina With Spatio- Temporal Filtering and Contrast Gain Control. IEEE Trans. Biomed. Circuits Syst. 18 (2) (2024)
Adithya Krishna, Srikanth Rohit Nudurupati, Chandana D. G, Pritesh Dwivedi, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur
RAMAN: A Reconfigurable and Sparse tinyML Accelerator for Inference on Edge. IEEE Internet Things J. 11 (14) (2024)
Adithya Krishna, Ashwin Rajesh, Hitesh Pavan Oleti, Anand Chauhan, Shankaranarayanan H, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur
Live Demonstration: Real-time audio and visual inference on the RAMAN TinyML accelerator. ISCAS (2024)
Lakshmi Annamalai, Chetan Singh Thakur
EventASEG: An Event-Based Asynchronous Segmentation of Road With Likelihood Attention. IEEE Robotics Autom. Lett. 9 (8) (2024)
Chetan Singh Thakur, Udayan Ganguly
Editorial: Focus on Neuromorphic Circuits and Systems using Emerging Devices. Neuromorph. Comput. Eng. 4 (1) (2024)
Adithya Krishna, Hitesh Pavan Oleti, Anand Chauhan, H. Shankaranarayanan, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur
Live Demonstration: Audio Inference using Neuromorphic Cochlea on RAMAN Accelerator. BioCAS (2023)
Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur
Process, Bias, and Temperature Scalable CMOS Analog Computing Circuits for Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (1) (2023)
Adithya Krishna, Vignesh Ramanathan, Satyapreet Singh Yadav, Sahil Shah, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur
A Sparsity-driven tinyML Accelerator for Decoding Hand Kinematics in Brain-Computer Interfaces. BioCAS (2023)
Dileep Kankipati, Madhu Munasala, Dasari Sai Nikitha, Satyapreet Singh Yadav, Sandeep Rao, Chetan Singh Thakur
tinyRadar for Gesture Recognition: A Low-power System for Edge Computing. APCCAS (2023)
Adithya Krishna, Srikanth Rohit Nudurupati, Chandana D. G, Pritesh Dwivedi, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur
RAMAN: A Re-configurable and Sparse tinyML Accelerator for Inference on Edge. CoRR (2023)
Madhuvanthi Srivatsav R, Shantanu Chakrabartty, Chetan Singh Thakur
Neuromorphic Computing With Address-Event-Representation Using Time-to-Event Margin Propagation. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Satyapreet Singh Yadav, Chetan Singh Thakur, Adithya M. D, Shreyansh Anand, Madhu Munasala, Dileep Kankipati
Live Demonstration: Real-time Gesture Recognition Using tinyRadar for Edge Computing. AIMLSystems (2023)
Satyapreet Singh Yadav, Radha Agarwal, Kola Bharath, Sandeep Rao, Chetan Singh Thakur
tinyRadar for Fitness: A Contactless Framework for Edge Computing. IEEE Trans. Biomed. Circuits Syst. 17 (2) (2023)
Ujjawal Singhal, Shantharam Kalipatnapu, Pradeep Kumar Gautam, Sourav Majumder, Vaibhav Venkata Lakshmi Pabbisetty, Srivatsava Jandhyala, Vibhor Singh, Chetan Singh Thakur
SQ-CARS: A Scalable Quantum Control and Readout System. IEEE Trans. Instrum. Meas. 72 (2023)
Madhuvanthi Srivatsav R, Shantanu Chakrabartty, Chetan Singh Thakur
Neuromorphic Computing with AER using Time-to-Event-Margin Propagation. CoRR (2023)
Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur
Bias-Scalable Near-Memory CMOS Analog Processor for Machine Learning. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur
Multiplierless In-filter Computing for tinyML Platforms. CoRR (2023)
Sarthak Gupta, Satrajit Chakraborty, Chetan Singh Thakur
Neuromorphic Time-Multiplexed Reservoir Computing With On-the-Fly Weight Generation for Edge Devices. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur
Multiplierless MP-Kernel Machine for Energy-Efficient Edge Devices. IEEE Trans. Very Large Scale Integr. Syst. 30 (11) (2022)
Abhishek Ramdas Nair, Shantanu Chakrabartty, Chetan Singh Thakur
In-Filter Computing for Designing Ultralight Acoustic Pattern Recognizers. IEEE Internet Things J. 9 (8) (2022)
Annamalai Lakshmi, Chetan Singh Thakur
Theroretical Insight into Batch Normalization: Data Dependant Auto-Tuning of Regularization Rate. CoRR (2022)
Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur
CMOS Circuits for Shape-Based Analog Machine Learning. CoRR (2022)
Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur
Theory and Implementation of Process and Temperature Scalable Shape-based CMOS Analog Circuits. CoRR (2022)
Satyapreet Singh Yadav, Radha Agarwal, Kola Bharath, Sandeep Rao, Chetan Singh Thakur
tinyRadar: mmWave Radar based Human Activity Classification for Edge Computing. ISCAS (2022)
Annamalai Lakshmi, Vignesh Ramanathan, Chetan Singh Thakur
Event-LSTM: An Unsupervised and Asynchronous Learning-Based Representation for Event-Based Data. IEEE Robotics Autom. Lett. 7 (2) (2022)
H. R. Sabbella, Abhishek Ramdas Nair, V. Gumme, S. S. Yadav, Shantanu Chakrabartty, Chetan Singh Thakur
An Always-On tinyML Acoustic Classifier for Ecological Applications. ISCAS (2022)
Jamal Lottier Molin, Chetan Singh Thakur, Ernst Niebur, Ralph Etienne-Cummings
A Neuromorphic Proto-Object Based Dynamic Visual Saliency Model With a Hybrid FPGA Implementation. IEEE Trans. Biomed. Circuits Syst. 15 (3) (2021)
Abhishek Ramdas Nair, Shantanu Chakrabartty, Chetan Singh Thakur
In-filter Computing For Designing Ultra-light Acoustic Pattern Recognizers. CoRR (2021)
Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur
Multiplierless MP-Kernel Machine For Energy-efficient Edge Devices. CoRR (2021)
Adithya Krishna, Divyansh Mittal, Siri Garudanagiri Virupaksha, Abhishek Ramdas Nair, Rishikesh Narayanan, Chetan Singh Thakur
Biomimetic FPGA-based spatial navigation model with grid cells and place cells. Neural Networks 139 (2021)
Annamalai Lakshmi, Vignesh Ramanathan, Chetan Singh Thakur
Event-LSTM: An Unsupervised and Asynchronous Learning-based Representation for Event-based Data. CoRR (2021)
Adithya Krishna, Chetan Singh Thakur
Bayesian Source Localization Using Stochastic Computation. ISCAS (2021)
Yeshwanth Ravi Theja Bethi, Sathyaprakash Narayanan, Venkat Rangan, Anirban Chakraborty, Chetan Singh Thakur
Real-Time Object Detection and Localization in Compressive Sensed Video. ICIP (2021)
Adithya Krishna, André van Schaik, Chetan Singh Thakur
FPGA Implementation of Particle Filters for Robotic Source Localization. IEEE Access 9 (2021)
Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John Rattray, Ralph Etienne-Cummings, Matthew A. Wilson
A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2020)
Jamal Lottier Molin, Chetan Singh Thakur, Ralph Etienne-Cummings, Ernst Niebur
A Proto-Object Based Dynamic Visual Saliency Model with an FPGA Implementation. CoRR (2020)
Vignesh Ramanathan, Pritesh Dwivedi, Bharath Katabathuni, Anirban Chakraborty, Chetan Singh Thakur
QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware. WACV (2020)
Adithya Krishna, André van Schaik, Chetan Singh Thakur
Source localization using particle filtering on FPGA for robotic navigation with imprecise binary measurement. CoRR (2020)
Jie Zhang, Adam Khalifa, Samuel Spetalnick, Milad Alemohammad, John Rattray, Chetan Singh Thakur, Adebayo Eisape, Ralph Etienne-Cummings
A Miniature Wireless Silicon-on-Insulator Image Sensor for Brain Fluorescence Imaging. EMBC (2020)
Ashish Rao Mangalore, Chandra Sekhar Seelamantula, Chetan Singh Thakur
Neuromorphic Fringe Projection Profilometry. IEEE Signal Process. Lett. 27 (2020)
Abin Bassam Ayub, Pallab Kumar Nath, Venkat Rangan, Chetan Singh Thakur
FPGA based Compressive Sensing Framework for Video Compression on Edge Devices. VDAT (2020)
Alin Thomas Tharakan, Dheeraj Bhaskar, Chetan Singh Thakur
Implementation of Bayesian Fly Tracking Model using Analog Neuromorphic Circuits. ISCAS (2020)
Amol G. Mahurkar, Praveen Kumar Pokala, Chetan Singh Thakur, Chandra Sekhar Seelamantula
SAMIR: Sparsity Amplified Iteratively-reweighted Beamforming for High-rsolution Ultrasound Imaging. ICASSP (2019)
Yeshwanth Ravi Theja Bethi, Sathyaprakash Narayanan, Venkat Rangan, Chetan Singh Thakur
Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware. CoRR (2019)
Saurabh Kumar Gupta, Kundan Kumar, Chandra Sekhar Seelamantula, Chetan Singh Thakur
A Portable Ultrasound Imaging System Utilizing Deep Generative Learning-Based Compressive Sensing On Pre-Beamformed RF Signals. EMBC (2019)
Raja Sharma, Sarthak Gupta, Kundan Kumar, Pratik Kumar, Chetan Singh Thakur
Real-Time Image Segmentation using Neuromorphic Pixel Array. ISCAS (2019)
Ankit Tripathi, Mehdi Arabizadeh, Sourabh Khandelwal, Chetan Singh Thakur
Analog Neuromorphic System Based on Multi Input Floating Gate MOS Neuron Model. ISCAS (2019)
Sathyaprakash Narayanan, Yeshwanth Bethi, Chetan Singh Thakur
A Compressive Sensing Video dataset using Pixel-wise coded exposure. CoRR (2019)
Tathagata Paul, Tanweer Ahmed, Krishna Kanhaiya Tiwari, Chetan Singh Thakur, Arindam Ghosh
A high-performance MoS2 synaptic device with floating gate engineering for Neuromorphic Computing. CoRR (2019)
Annamalai Lakshmi, Anirban Chakraborty, Chetan Singh Thakur
Neuromorphic vision: From sensors to event-based algorithms. WIREs Data Mining Knowl. Discov. 9 (4) (2019)
Annamalai Lakshmi, Anirban Chakraborty, Chetan Singh Thakur
EvAn: Neuromorphic Event-based Anomaly Detection. CoRR (2019)
Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John Rattray, Ralph Etienne-Cummings, Matthew A. Wilson
A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video. CoRR (2019)
Nazreen P. M., Shantanu Chakrabartty, Chetan Singh Thakur
Multiplierless and Sparse Machine Learning based on Margin Propagation Networks. CoRR (2019)
Sarthak Gupta, Pratik Kumar, Kundan Kumar, Satrajit Chakraborty, Chetan Singh Thakur
Low Power Neuromorphic Analog System Based on Sub-Threshold Current Mode Circuits. ISCAS (2019)
K. P. Raghunath, K. V. Manu Sagar, T. Gokulan, Kundan Kumar, Chetan Singh Thakur
ASIC Based LVDT Signal Conditioner for High-Accuracy Measurements. VDAT (2019)
Bibrat Ranjan Pradhan, Yeshwanth Bethi, Sathyaprakash Narayanan, Anirban Chakraborty, Chetan Singh Thakur
N-HAR: A Neuromorphic Event-Based Human Activity Recognition System using Memory Surfaces. ISCAS (2019)
Sathyaprakash Narayanan, Yeshwanth Bethi, Jamal Lottier, Ernst Niebur, Ralph Etienne-Cummings, Chetan Singh Thakur
Live Demonstration: Real-Time Implementation of Proto-Object Based Visual Saliency Model. ISCAS (2019)
Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Ralph Etienne-Cummings, Jonathan Tapson, André van Schaik
An Analogue Neuromorphic Co-Processor That Utilizes Device Mismatch for Learning Applications. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2018)
Runchun Wang, Chetan Singh Thakur, André van Schaik
An FPGA-based Massively Parallel Neuromorphic Cortex Simulator. CoRR (2018)
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
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain. CoRR (2018)
Satrajit Chakraborty, Priyanka P, Sarthak Gupta, Saeed Afshar, Tara Julia Hamilton, Chetan Singh Thakur
Neuromorphic Object Tracking Architecture, Based on Compound Eyes, and Implementation on FPGA. MWSCAS (2018)
Tao Xiong, John Rattray, Jie Zhang, Chetan Singh Thakur, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
Spatiotemporal compressed sensing for video compression. MWSCAS (2017)
Jamal Lottier Molin, Adebayo Eisape, Chetan Singh Thakur, Vigil Varghese, Christian Brandli, Ralph Etienne-Cummings
Low-power, low-mismatch, highly-dense array of VLSI Mihalas-Niebur neurons. ISCAS (2017)
Tao Xiong, Jie Zhang, Chetan Singh Thakur, John Rattray, Sang Peter Chin, Trac D. Tran, Ralph Etienne-Cummings
Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera. ISCAS (2017)
Runchun Wang, Chetan Singh Thakur, Gregory Cohen, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
Neuromorphic Hardware Architecture Using the Neural Engineering Framework for Pattern Recognition. IEEE Trans. Biomed. Circuits Syst. 11 (3) (2017)
Chetan Singh Thakur, Jamal Lottier Molin, Tao Xiong, Jie Zhang, Ernst Niebur, Ralph Etienne-Cummings
Neuromorphic visual saliency implementation using stochastic computation. ISCAS (2017)
Chetan Singh Thakur, Jamal Molin, Ralph Etienne-Cummings, André van Schaik
Inference in spiking Bayesian neurons using stochastic computation. CISS (2017)
Chetan Singh Thakur, Jamal Molin, Ralph Etienne-Cummings
Real-time image segmentation using a spiking neuromorphic processor. CISS (2017)
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A Stochastic Approach to STDP. CoRR (2016)
Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A Low Power Trainable Neuromorphic Integrated Circuit That Is Tolerant to Device Mismatch. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2016)
Runchun Wang, Gregory Cohen, Chetan Singh Thakur, Jonathan Tapson, André van Schaik
An SRAM-based implementation of a convolutional neural network. BioCAS (2016)
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A stochastic approach to STDP. ISCAS (2016)
Ying Xu, Chetan Singh Thakur, Ram Kuber Singh, Runchun Wang, Jonathan Tapson, André van Schaik
Electronic cochlea: CAR-FAC model on FPGA. BioCAS (2016)
Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
An Online Learning Algorithm for Neuromorphic Hardware Implementation. CoRR (2015)
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A compact aVLSI conductance-based silicon neuron. CoRR (2015)
Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, André van Schaik
A reconfigurable mixed-signal implementation of a neuromorphic ADC. BioCAS (2015)
Saeed Afshar, Libin George, Chetan Singh Thakur, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. IEEE Trans. Biomed. Circuits Syst. 9 (2) (2015)
Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Richard F. Lyon, André van Schaik
FPGA Implementation of the CAR Model of the Cochlea. CoRR (2015)
Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch. CoRR (2015)
Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik
A neuromorphic hardware framework based on population coding. IJCNN (2015)
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition. CoRR (2015)
Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, André van Schaik
A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC. CoRR (2015)
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
A compact aVLSI conductance-based silicon neuron. BioCAS (2015)
Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik
A neuromorphic hardware framework based on population coding. CoRR (2015)
Chetan Singh Thakur, James Wright, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
Live demonstration: FPGA implementation of the CAR model of the cochlea. ISCAS (2014)
Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik, Richard F. Lyon
FPGA implementation of the CAR Model of the cochlea. ISCAS (2014)