FPGA implementation of the CAR Model of the cochlea. - Chetan Singh Thakur; Tara Julia Hamilton; Jonathan Tapson; André van Schaik; Richard F. Lyon (ISCAS, 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 (ISCAS, 2014)

A compact aVLSI conductance-based silicon neuron. - Runchun Wang; Chetan Singh Thakur; Tara Julia Hamilton; Jonathan Tapson; André van Schaik (BioCAS, 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 (BioCAS, 2015)

A neuromorphic hardware framework based on population coding. - Chetan Singh Thakur; Tara Julia Hamilton; Runchun Wang; Jonathan Tapson; André van Schaik (IJCNN, 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 Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch. - Chetan Singh Thakur; Runchun Wang; Tara Julia Hamilton; Jonathan Tapson; André van Schaik (CoRR, 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)

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)

An SRAM-based implementation of a convolutional neural network. - Runchun Wang; Gregory Cohen; Chetan Singh Thakur; Jonathan Tapson; André van Schaik (BioCAS, 2016)

Electronic cochlea: CAR-FAC model on FPGA. - Ying Xu; Chetan Singh Thakur; Ram Kuber Singh; Runchun Wang; Jonathan Tapson; André van Schaik (BioCAS, 2016)

A stochastic approach to STDP. - Runchun Wang; Chetan Singh Thakur; Tara Julia Hamilton; Jonathan Tapson; André van Schaik (ISCAS, 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)

Real-time image segmentation using a spiking neuromorphic processor. - Chetan Singh Thakur; Jamal Molin; Ralph Etienne-Cummings (CISS, 2017)

Inference in spiking Bayesian neurons using stochastic computation. - Chetan Singh Thakur; Jamal Molin; Ralph Etienne-Cummings; André van Schaik (CISS, 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 (ISCAS, 2017)

Neuromorphic visual saliency implementation using stochastic computation. - Chetan Singh Thakur; Jamal Lottier Molin; Tao Xiong; Jie Zhang 063; Ernst Niebur; Ralph Etienne-Cummings (ISCAS, 2017)

Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera. - Tao Xiong; Jie Zhang 063; Chetan Singh Thakur; John M. Rattray; Sang Peter Chin; Trac D. Tran; Ralph Etienne-Cummings (ISCAS, 2017)

Spatiotemporal compressed sensing for video compression. - Tao Xiong; John M. Rattray; Jie Zhang 063; Chetan Singh Thakur; Sang Peter Chin; Trac D. Tran; Ralph Etienne-Cummings (MWSCAS, 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)

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 (MWSCAS, 2018)

An FPGA-based Massively Parallel Neuromorphic Cortex Simulator. - Runchun Wang; Chetan Singh Thakur; André van Schaik (CoRR, 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; et al. (CoRR, 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)

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 (EMBC, 2019)

SAMIR: Sparsity Amplified Iteratively-reweighted Beamforming for High-rsolution Ultrasound Imaging. - Amol G. Mahurkar; Praveen Kumar Pokala; Chetan Singh Thakur; Chandra Sekhar Seelamantula (ICASSP, 2019)

Low Power Neuromorphic Analog System Based on Sub-Threshold Current Mode Circuits. - Sarthak Gupta; Pratik Kumar; Kundan Kumar; Satrajit Chakraborty; Chetan Singh Thakur (ISCAS, 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 (ISCAS, 2019)

N-HAR: A Neuromorphic Event-Based Human Activity Recognition System using Memory Surfaces. - Bibrat Ranjan Pradhan; Yeshwanth Bethi; Sathyaprakash Narayanan; Anirban Chakraborty 001; Chetan Singh Thakur (ISCAS, 2019)

Real-Time Image Segmentation using Neuromorphic Pixel Array. - Raja Sharma; Sarthak Gupta; Kundan Kumar; Pratik Kumar; Chetan Singh Thakur (ISCAS, 2019)

Analog Neuromorphic System Based on Multi Input Floating Gate MOS Neuron Model. - Ankit Tripathi; Mehdi Arabizadeh; Sourabh Khandelwal; Chetan Singh Thakur (ISCAS, 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 (MWSCAS, 2019)

ASIC Based LVDT Signal Conditioner for High-Accuracy Measurements. - K. P. Raghunath; K. V. Manu Sagar; T. Gokulan; Kundan Kumar; Chetan Singh Thakur (VDAT, 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)

A Compressive Sensing Video dataset using Pixel-wise coded exposure. - Sathyaprakash Narayanan; Yeshwanth Bethi; Chetan Singh Thakur (CoRR, 2019)

A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video. - Jie Zhang 063; Jonathan P. Newman; Xiao Wang 028; Chetan Singh Thakur; John M. Rattray; Ralph Etienne-Cummings; Matthew A. Wilson (CoRR, 2019)

Multiplierless and Sparse Machine Learning based on Margin Propagation Networks. - Nazreen P. M.; Shantanu Chakrabartty; Chetan Singh Thakur (CoRR, 2019)

EvAn: Neuromorphic Event-based Anomaly Detection. - Lakshmi Annamalai; Anirban Chakraborty 001; Chetan Singh Thakur (CoRR, 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)

Neuromorphic vision: From sensors to event-based algorithms. - Annamalai Lakshmi; Anirban Chakraborty 001; Chetan Singh Thakur (WIREs Data Mining Knowl. Discov., 2019)

A Miniature Wireless Silicon-on-Insulator Image Sensor for Brain Fluorescence Imaging. - Jie Zhang 063; Adam Khalifa; Samuel Spetalnick; Milad Alemohammad; John M. Rattray; Chetan Singh Thakur; Adebayo Eisape; Ralph Etienne-Cummings (EMBC, 2020)

Implementation of Bayesian Fly Tracking Model using Analog Neuromorphic Circuits. - Alin Thomas Tharakan; Dheeraj Bhaskar; Chetan Singh Thakur (ISCAS, 2020)

FPGA based Compressive Sensing Framework for Video Compression on Edge Devices. - Abin Bassam Ayub; Pallab Kumar Nath; Venkat Rangan; Chetan Singh Thakur (VDAT, 2020)

QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware. - Vignesh Ramanathan; Pritesh Dwivedi; Bharath Katabathuni; Anirban Chakraborty 001; Chetan Singh Thakur (WACV, 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)

Source localization using particle filtering on FPGA for robotic navigation with imprecise binary measurement. - Adithya Krishna; André van Schaik; Chetan Singh Thakur (CoRR, 2020)

Neuromorphic Fringe Projection Profilometry. - Ashish Rao Mangalore; Chandra Sekhar Seelamantula; Chetan Singh Thakur (IEEE Signal Process. Lett., 2020)

A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography. - Jie Zhang 063; Jonathan P. Newman; Xiao Wang 028; Chetan Singh Thakur; John M. Rattray; Ralph Etienne-Cummings; Matthew A. Wilson (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Real-Time Object Detection and Localization in Compressive Sensed Video. - Yeshwanth Ravi Theja Bethi; Sathyaprakash Narayanan; Venkat Rangan; Anirban Chakraborty 001; Chetan Singh Thakur (ICIP, 2021)

Bayesian Source Localization Using Stochastic Computation. - Adithya Krishna; Chetan Singh Thakur (ISCAS, 2021)

FPGA Implementation of Particle Filters for Robotic Source Localization. - Adithya Krishna; André van Schaik; Chetan Singh Thakur (IEEE Access, 2021)

In-filter Computing For Designing Ultra-light Acoustic Pattern Recognizers. - Abhishek Ramdas Nair; Shantanu Chakrabartty; Chetan Singh Thakur (CoRR, 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)

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)

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 (ISCAS, 2022)

tinyRadar: mmWave Radar based Human Activity Classification for Edge Computing. - Satyapreet Singh Yadav; Radha Agarwal; Kola Bharath; Sandeep Rao; Chetan Singh Thakur (ISCAS, 2022)

CMOS Circuits for Shape-Based Analog Machine Learning. - Pratik Kumar; Ankita Nandi; Shantanu Chakrabartty; 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)

Theroretical Insight into Batch Normalization: Data Dependant Auto-Tuning of Regularization Rate. - Lakshmi Annamalai; Chetan Singh Thakur (CoRR, 2022)

In-Filter Computing for Designing Ultralight Acoustic Pattern Recognizers. - Abhishek Ramdas Nair; Shantanu Chakrabartty; Chetan Singh Thakur (IEEE Internet Things J., 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)

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)

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)

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 (AIMLSystems, 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 (APCCAS, 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 (BioCAS, 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 (BioCAS, 2023)

Neuromorphic Computing with AER using Time-to-Event-Margin Propagation. - Madhuvanthi Srivatsav R; Shantanu Chakrabartty; Chetan Singh Thakur (CoRR, 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)

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)

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., 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., 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., 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., 2023)

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 (ISCAS, 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 (ISCAS, 2024)

Multiplierless In-filter Computing for tinyML Platforms. - Abhishek Ramdas Nair; Pallab Kumar Nath; Shantanu Chakrabartty; Chetan Singh Thakur (VLSID, 2024)

Margin Propagation based Analog Soft-Gates for Probabilistic Computing. - Ankita Nandi; Pratik Kumar; Shantanu Chakrabartty; Chetan Singh Thakur (VLSID, 2024)

EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm. - Lakshmi Annamalai; Chetan Singh Thakur (CoRR, 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)

KALAM: toolKit for Automating high-Level synthesis of Analog computing systeMs. - Ankita Nandi; Krishil Gandhi; Mahendra Pratap Singh; Shantanu Chakrabartty; Chetan Singh Thakur (CoRR, 2024)

Beyond supervision: An unsupervised spatio-temporal point cloud noise modeling for event vision sensor. - Lakshmi Annamalai; Chetan Singh Thakur (Pattern Recognit. Lett., 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)

Editorial: Focus on Neuromorphic Circuits and Systems using Emerging Devices. - Chetan Singh Thakur; Udayan Ganguly (Neuromorph. Comput. Eng., 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., 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., 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., 2024)

EventASEG: An Event-Based Asynchronous Segmentation of Road With Likelihood Attention. - Lakshmi Annamalai; Chetan Singh Thakur (IEEE Robotics Autom. Lett., 2024)

Neuromorphic Retina: An FPGA-based Emulator. - Prince Phillip; Pallab Kumar Nath; Kapil Jainwal; André van Schaik; Chetan Singh Thakur (CoRR, 2025)

Neuromorphic Cameras in Astronomy: Unveiling the Future of Celestial Imaging Beyond Conventional Limits. - Satyapreet Singh Yadav; Bikram Pradhan; Kenil Rajendrabhai Ajudiya; T. S. Kumar; Nirupam Roy; André van Schaik; Chetan Singh Thakur (CoRR, 2025)

Enhancing Celestial Imaging: High Dynamic Range with Neuromorphic Cameras. - Satyapreet Singh Yadav; Nirupam Roy; Chetan Singh Thakur (CoRR, 2025)

Neural Signal Compression using RAMAN tinyML Accelerator for BCI Applications. - Adithya Krishna; Sohan Debnath; André van Schaik; Mahesh Mehendale; Chetan Singh Thakur (CoRR, 2025)

Higher-Order Neuromorphic Ising Machines - Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability. - Faiek Ahsan; Saptarshi Maiti; Zihao Chen; Jakob Kaiser; Ankita Nandi; Madhuvanthi Srivatsav R; Johannes Schemmel; Andreas G. Andreou; Jason Eshraghian; Chetan Singh Thakur; Shantanu Chakrabartty (CoRR, 2025)

Margin Propagation Based XOR-SAT Solvers for Decoding of LDPC Codes. - Ankita Nandi; Shantanu Chakrabartty; Chetan Singh Thakur (IEEE Trans. Commun., 2025)

Live Demonstration: Neuromorphic Radar for Gesture Recognition. - Satyapreet Singh Yadav; Akash K. S; Chandra Sekhar Seelamantula; Chetan Singh Thakur (CoRR, 2025)