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ORCIDBibTeX records: Chetan Singh Thakur
@article{DBLP:journals/neuromorphic/ThakurG24,
author = {Chetan Singh Thakur and
Udayan Ganguly},
title = {Editorial: Focus on Neuromorphic Circuits and Systems using Emerging
Devices},
journal = {Neuromorph. Comput. Eng.},
volume = {4},
number = {1},
pages = {10201},
year = {2024}
}
@article{DBLP:journals/ral/AnnamalaiRT24,
author = {Lakshmi Annamalai and
Vignesh Ramanathan and
Chetan Singh Thakur},
title = {EventMASK: {A} Frame-Free Rapid Human Instance Segmentation With Event
Camera Through Constrained Mask Propagation},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {9},
number = {4},
pages = {3948--3955},
year = {2024}
}
@article{DBLP:journals/tbcas/PhilipJST24,
author = {Prince Philip and
Kapil Jainwal and
Andr{\'{e}} van Schaik and
Chetan Singh Thakur},
title = {Tau-Cell-Based Analog Silicon Retina With Spatio- Temporal Filtering
and Contrast Gain Control},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {18},
number = {2},
pages = {423--437},
year = {2024}
}
@inproceedings{DBLP:conf/vlsid/NairNCT24,
author = {Abhishek Ramdas Nair and
Pallab Kumar Nath and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Multiplierless In-filter Computing for tinyML Platforms},
booktitle = {{VLSID}},
pages = {192--197},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/vlsid/NandiKCT24,
author = {Ankita Nandi and
Pratik Kumar and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Margin Propagation based Analog Soft-Gates for Probabilistic Computing},
booktitle = {{VLSID}},
pages = {378--383},
publisher = {{IEEE}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-04959,
author = {Ankita Nandi and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Margin Propagation based {XOR-SAT} Solvers for Decoding of {LDPC}
Codes},
journal = {CoRR},
volume = {abs/2402.04959},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-10078,
author = {Lakshmi Annamalai and
Chetan Singh Thakur},
title = {EventF2S: Asynchronous and Sparse Spiking {AER} Framework using Neuromorphic-Friendly
Algorithm},
journal = {CoRR},
volume = {abs/2402.10078},
year = {2024}
}
@article{DBLP:journals/esticas/KumarNCT23,
author = {Pratik Kumar and
Ankita Nandi and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Bias-Scalable Near-Memory {CMOS} Analog Processor for Machine Learning},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {13},
number = {1},
pages = {312--322},
year = {2023}
}
@article{DBLP:journals/esticas/RCT23,
author = {Madhuvanthi Srivatsav R and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Neuromorphic Computing With Address-Event-Representation Using Time-to-Event
Margin Propagation},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {13},
number = {4},
pages = {1114--1124},
year = {2023}
}
@article{DBLP:journals/tbcas/YadavABRT23,
author = {Satyapreet Singh Yadav and
Radha Agarwal and
Kola Bharath and
Sandeep Rao and
Chetan Singh Thakur},
title = {tinyRadar for Fitness: {A} Contactless Framework for Edge Computing},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {17},
number = {2},
pages = {192--201},
year = {2023}
}
@article{DBLP:journals/tcasI/KumarNCT23,
author = {Pratik Kumar and
Ankita Nandi and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Process, Bias, and Temperature Scalable {CMOS} Analog Computing Circuits
for Machine Learning},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {70},
number = {1},
pages = {128--141},
year = {2023}
}
@article{DBLP:journals/tim/SinghalKGMPJST23,
author = {Ujjawal Singhal and
Shantharam Kalipatnapu and
Pradeep Kumar Gautam and
Sourav Majumder and
Vaibhav Venkata Lakshmi Pabbisetty and
Srivatsava Jandhyala and
Vibhor Singh and
Chetan Singh Thakur},
title = {{SQ-CARS:} {A} Scalable Quantum Control and Readout System},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {72},
pages = {1--15},
year = {2023}
}
@inproceedings{DBLP:conf/biocas/KrishnaOCSSMT23,
author = {Adithya Krishna and
Hitesh Pavan Oleti and
Anand Chauhan and
H. Shankaranarayanan and
Andr{\'{e}} van Schaik and
Mahesh Mehendale and
Chetan Singh Thakur},
title = {Live Demonstration: Audio Inference using Neuromorphic Cochlea on
{RAMAN} Accelerator},
booktitle = {BioCAS},
pages = {1},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/biocas/KrishnaRYSSMT23,
author = {Adithya Krishna and
Vignesh Ramanathan and
Satyapreet Singh Yadav and
Sahil Shah and
Andr{\'{e}} van Schaik and
Mahesh Mehendale and
Chetan Singh Thakur},
title = {A Sparsity-driven tinyML Accelerator for Decoding Hand Kinematics
in Brain-Computer Interfaces},
booktitle = {BioCAS},
pages = {1--5},
publisher = {{IEEE}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-11816,
author = {Abhishek Ramdas Nair and
Pallab Kumar Nath and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Multiplierless In-filter Computing for tinyML Platforms},
journal = {CoRR},
volume = {abs/2304.11816},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-13918,
author = {Madhuvanthi Srivatsav R and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Neuromorphic Computing with {AER} using Time-to-Event-Margin Propagation},
journal = {CoRR},
volume = {abs/2304.13918},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-06493,
author = {Adithya Krishna and
Srikanth Rohit Nudurupati and
Chandana D. G and
Pritesh Dwivedi and
Andr{\'{e}} van Schaik and
Mahesh Mehendale and
Chetan Singh Thakur},
title = {{RAMAN:} {A} Re-configurable and Sparse tinyML Accelerator for Inference
on Edge},
journal = {CoRR},
volume = {abs/2306.06493},
year = {2023}
}
@article{DBLP:journals/iotj/NairCT22,
author = {Abhishek Ramdas Nair and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {In-Filter Computing for Designing Ultralight Acoustic Pattern Recognizers},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {8},
pages = {6095--6106},
year = {2022}
}
@article{DBLP:journals/ral/LakshmiRT22,
author = {Lakshmi Annamalai and
Vignesh Ramanathan and
Chetan Singh Thakur},
title = {Event-LSTM: An Unsupervised and Asynchronous Learning-Based Representation
for Event-Based Data},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {2},
pages = {4678--4685},
year = {2022}
}
@article{DBLP:journals/tnn/GuptaCT22,
author = {Sarthak Gupta and
Satrajit Chakraborty and
Chetan Singh Thakur},
title = {Neuromorphic Time-Multiplexed Reservoir Computing With On-the-Fly
Weight Generation for Edge Devices},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2676--2685},
year = {2022}
}
@article{DBLP:journals/tvlsi/NairNCT22,
author = {Abhishek Ramdas Nair and
Pallab Kumar Nath and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Multiplierless MP-Kernel Machine for Energy-Efficient Edge Devices},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {30},
number = {11},
pages = {1601--1614},
year = {2022}
}
@inproceedings{DBLP:conf/iscas/SabbellaNGYCT22,
author = {Hemanth Reddy Sabbella and
Abhishek Ramdas Nair and
V. Gumme and
Satyapreet Singh Yadav and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {An Always-On tinyML Acoustic Classifier for Ecological Applications},
booktitle = {{ISCAS}},
pages = {2393--2396},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iscas/YadavABRT22,
author = {Satyapreet Singh Yadav and
Radha Agarwal and
Kola Bharath and
Sandeep Rao and
Chetan Singh Thakur},
title = {tinyRadar: mmWave Radar based Human Activity Classification for Edge
Computing},
booktitle = {{ISCAS}},
pages = {2414--2417},
publisher = {{IEEE}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-05022,
author = {Pratik Kumar and
Ankita Nandi and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {{CMOS} Circuits for Shape-Based Analog Machine Learning},
journal = {CoRR},
volume = {abs/2202.05022},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-05664,
author = {Pratik Kumar and
Ankita Nandi and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Theory and Implementation of Process and Temperature Scalable Shape-based
{CMOS} Analog Circuits},
journal = {CoRR},
volume = {abs/2205.05664},
year = {2022}
}
@article{DBLP:journals/corr/abs-2209-07587,
author = {Lakshmi Annamalai and
Chetan Singh Thakur},
title = {Theroretical Insight into Batch Normalization: Data Dependant Auto-Tuning
of Regularization Rate},
journal = {CoRR},
volume = {abs/2209.07587},
year = {2022}
}
@article{DBLP:journals/access/KrishnaST21,
author = {Adithya Krishna and
Andr{\'{e}} van Schaik and
Chetan Singh Thakur},
title = {{FPGA} Implementation of Particle Filters for Robotic Source Localization},
journal = {{IEEE} Access},
volume = {9},
pages = {98185--98203},
year = {2021}
}
@article{DBLP:journals/nn/KrishnaMVNNT21,
author = {Adithya Krishna and
Divyansh Mittal and
Siri Garudanagiri Virupaksha and
Abhishek Ramdas Nair and
Rishikesh Narayanan and
Chetan Singh Thakur},
title = {Biomimetic FPGA-based spatial navigation model with grid cells and
place cells},
journal = {Neural Networks},
volume = {139},
pages = {45--63},
year = {2021}
}
@article{DBLP:journals/tbcas/MolinTNE21,
author = {Jamal Lottier Molin and
Chetan Singh Thakur and
Ernst Niebur and
Ralph Etienne{-}Cummings},
title = {A Neuromorphic Proto-Object Based Dynamic Visual Saliency Model With
a Hybrid {FPGA} Implementation},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {15},
number = {3},
pages = {580--594},
year = {2021}
}
@inproceedings{DBLP:conf/icip/BethiNRCT21,
author = {Yeshwanth Ravi Theja Bethi and
Sathyaprakash Narayanan and
Venkat Rangan and
Anirban Chakraborty and
Chetan Singh Thakur},
title = {Real-Time Object Detection and Localization in Compressive Sensed
Video},
booktitle = {{ICIP}},
pages = {1489--1493},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iscas/KrishnaT21,
author = {Adithya Krishna and
Chetan Singh Thakur},
title = {Bayesian Source Localization Using Stochastic Computation},
booktitle = {{ISCAS}},
pages = {5},
publisher = {{IEEE}},
year = {2021}
}
@article{DBLP:journals/corr/abs-2105-04216,
author = {Lakshmi Annamalai and
Vignesh Ramanathan and
Chetan Singh Thakur},
title = {Event-LSTM: An Unsupervised and Asynchronous Learning-based Representation
for Event-based Data},
journal = {CoRR},
volume = {abs/2105.04216},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-01958,
author = {Abhishek Ramdas Nair and
Pallab Kumar Nath and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Multiplierless MP-Kernel Machine For Energy-efficient Edge Devices},
journal = {CoRR},
volume = {abs/2106.01958},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-06171,
author = {Abhishek Ramdas Nair and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {In-filter Computing For Designing Ultra-light Acoustic Pattern Recognizers},
journal = {CoRR},
volume = {abs/2109.06171},
year = {2021}
}
@article{DBLP:journals/spl/MangaloreST20,
author = {Ashish Rao Mangalore and
Chandra Sekhar Seelamantula and
Chetan Singh Thakur},
title = {Neuromorphic Fringe Projection Profilometry},
journal = {{IEEE} Signal Process. Lett.},
volume = {27},
pages = {1510--1514},
year = {2020}
}
@article{DBLP:journals/tcas/ZhangNWTREW20,
author = {Jie Zhang and
Jonathan P. Newman and
Xiao Wang and
Chetan Singh Thakur and
John M. Rattray and
Ralph Etienne{-}Cummings and
Matthew A. Wilson},
title = {A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for
High Dynamic Range Videography},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {67-I},
number = {6},
pages = {1803--1814},
year = {2020}
}
@inproceedings{DBLP:conf/embc/ZhangKSARTEE20,
author = {Jie Zhang and
Adam Khalifa and
Samuel Spetalnick and
Milad Alemohammad and
John M. Rattray and
Chetan Singh Thakur and
Adebayo Eisape and
Ralph Etienne{-}Cummings},
title = {A Miniature Wireless Silicon-on-Insulator Image Sensor for Brain Fluorescence
Imaging},
booktitle = {{EMBC}},
pages = {3403--3406},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/iscas/TharakanBT20,
author = {Alin Thomas Tharakan and
Dheeraj Bhaskar and
Chetan Singh Thakur},
title = {Implementation of Bayesian Fly Tracking Model using Analog Neuromorphic
Circuits},
booktitle = {{ISCAS}},
pages = {1--5},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/vdat/AyubNRT20,
author = {Abin Bassam Ayub and
Pallab Kumar Nath and
Venkat Rangan and
Chetan Singh Thakur},
title = {{FPGA} based Compressive Sensing Framework for Video Compression on
Edge Devices},
booktitle = {{VDAT}},
pages = {1--5},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/wacv/RamanathanDKCT20,
author = {Vignesh Ramanathan and
Pritesh Dwivedi and
Bharath Katabathuni and
Anirban Chakraborty and
Chetan Singh Thakur},
title = {{QUICKSAL:} {A} small and sparse visual saliency model for efficient
inference in resource constrained hardware},
booktitle = {{WACV}},
pages = {1667--1677},
publisher = {{IEEE}},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-11898,
author = {Jamal Lottier Molin and
Chetan Singh Thakur and
Ralph Etienne{-}Cummings and
Ernst Niebur},
title = {A Proto-Object Based Dynamic Visual Saliency Model with an {FPGA}
Implementation},
journal = {CoRR},
volume = {abs/2002.11898},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-11911,
author = {Adithya Krishna and
Andr{\'{e}} van Schaik and
Chetan Singh Thakur},
title = {Source localization using particle filtering on {FPGA} for robotic
navigation with imprecise binary measurement},
journal = {CoRR},
volume = {abs/2010.11911},
year = {2020}
}
@article{DBLP:journals/widm/LakshmiCT19,
author = {Annamalai Lakshmi and
Anirban Chakraborty and
Chetan Singh Thakur},
title = {Neuromorphic vision: From sensors to event-based algorithms},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {9},
number = {4},
year = {2019}
}
@inproceedings{DBLP:conf/embc/GuptaKST19,
author = {Saurabh Kumar Gupta and
Kundan Kumar and
Chandra Sekhar Seelamantula and
Chetan Singh Thakur},
title = {A Portable Ultrasound Imaging System Utilizing Deep Generative Learning-Based
Compressive Sensing On Pre-Beamformed {RF} Signals},
booktitle = {{EMBC}},
pages = {2740--2743},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/icassp/MahurkarPTS19,
author = {Amol G. Mahurkar and
Praveen Kumar Pokala and
Chetan Singh Thakur and
Chandra Sekhar Seelamantula},
title = {{SAMIR:} Sparsity Amplified Iteratively-reweighted Beamforming for
High-rsolution Ultrasound Imaging},
booktitle = {{ICASSP}},
pages = {1045--1049},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iscas/GuptaKKCT19,
author = {Sarthak Gupta and
Pratik Kumar and
Kundan Kumar and
Satrajit Chakraborty and
Chetan Singh Thakur},
title = {Low Power Neuromorphic Analog System Based on Sub-Threshold Current
Mode Circuits},
booktitle = {{ISCAS}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iscas/NarayananBLNET19,
author = {Sathyaprakash Narayanan and
Yeshwanth Bethi and
Jamal Lottier and
Ernst Niebur and
Ralph Etienne{-}Cummings and
Chetan Singh Thakur},
title = {Live Demonstration: Real-Time Implementation of Proto-Object Based
Visual Saliency Model},
booktitle = {{ISCAS}},
pages = {1},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iscas/PradhanBNCT19,
author = {Bibrat Ranjan Pradhan and
Yeshwanth Bethi and
Sathyaprakash Narayanan and
Anirban Chakraborty and
Chetan Singh Thakur},
title = {{N-HAR:} {A} Neuromorphic Event-Based Human Activity Recognition System
using Memory Surfaces},
booktitle = {{ISCAS}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iscas/SharmaGKKT19,
author = {Raja Sharma and
Sarthak Gupta and
Kundan Kumar and
Pratik Kumar and
Chetan Singh Thakur},
title = {Real-Time Image Segmentation using Neuromorphic Pixel Array},
booktitle = {{ISCAS}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iscas/TripathiAKT19,
author = {Ankit Tripathi and
Mehdi Arabizadeh and
Sourabh Khandelwal and
Chetan Singh Thakur},
title = {Analog Neuromorphic System Based on Multi Input Floating Gate {MOS}
Neuron Model},
booktitle = {{ISCAS}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/mwscas/KumarNCPGCT19,
author = {Pratik Kumar and
Abhishek Ramdas Nair and
Oindrila Chatterjee and
Tathagata Paul and
Arindam Ghosh and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Neuromorphic In-Memory Computing Framework using Memtransistor Cross-bar
based Support Vector Machines},
booktitle = {{MWSCAS}},
pages = {311--314},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/vdat/RaghunathSGKT19,
author = {K. P. Raghunath and
K. V. Manu Sagar and
T. Gokulan and
Kundan Kumar and
Chetan Singh Thakur},
title = {{ASIC} Based {LVDT} Signal Conditioner for High-Accuracy Measurements},
booktitle = {{VDAT}},
series = {Communications in Computer and Information Science},
volume = {1066},
pages = {385--397},
publisher = {Springer},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-12330,
author = {Pratik Kumar and
Abhishek Ramdas Nair and
Oindrila Chatterjee and
Tathagata Paul and
Arindam Ghosh and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Neuromorphic In-Memory Computing Framework using Memtransistor Cross-bar
based Support Vector Machines},
journal = {CoRR},
volume = {abs/1903.12330},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-03387,
author = {Tathagata Paul and
Tanweer Ahmed and
Krishna Kanhaiya Tiwari and
Chetan Singh Thakur and
Arindam Ghosh},
title = {A high-performance MoS2 synaptic device with floating gate engineering
for Neuromorphic Computing},
journal = {CoRR},
volume = {abs/1904.03387},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-10054,
author = {Sathyaprakash Narayanan and
Yeshwanth Bethi and
Chetan Singh Thakur},
title = {A Compressive Sensing Video dataset using Pixel-wise coded exposure},
journal = {CoRR},
volume = {abs/1905.10054},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-10045,
author = {Jie Zhang and
Jonathan P. Newman and
Xiao Wang and
Chetan Singh Thakur and
John M. Rattray and
Ralph Etienne{-}Cummings and
Matthew A. Wilson},
title = {A closed-loop all-electronic pixel-wise adaptive imaging system for
high dynamic range video},
journal = {CoRR},
volume = {abs/1906.10045},
year = {2019}
}
@article{DBLP:journals/corr/abs-1910-02304,
author = {Nazreen P. M. and
Shantanu Chakrabartty and
Chetan Singh Thakur},
title = {Multiplierless and Sparse Machine Learning based on Margin Propagation
Networks},
journal = {CoRR},
volume = {abs/1910.02304},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-09722,
author = {Lakshmi Annamalai and
Anirban Chakraborty and
Chetan Singh Thakur},
title = {EvAn: Neuromorphic Event-based Anomaly Detection},
journal = {CoRR},
volume = {abs/1911.09722},
year = {2019}
}
@article{DBLP:journals/corr/abs-1912-08519,
author = {Yeshwanth Ravi Theja Bethi and
Sathyaprakash Narayanan and
Venkat Rangan and
Chetan Singh Thakur},
title = {Real-Time Object Detection and Localization in Compressive Sensed
Video on Embedded Hardware},
journal = {CoRR},
volume = {abs/1912.08519},
year = {2019}
}
@article{DBLP:journals/tcas/ThakurWHETS18,
author = {Chetan Singh Thakur and
Runchun Wang and
Tara Julia Hamilton and
Ralph Etienne{-}Cummings and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {An Analogue Neuromorphic Co-Processor That Utilizes Device Mismatch
for Learning Applications},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {65-I},
number = {4},
pages = {1174--1184},
year = {2018}
}
@inproceedings{DBLP:conf/mwscas/ChakrabortyPGAH18,
author = {Satrajit Chakraborty and
Priyanka P and
Sarthak Gupta and
Saeed Afshar and
Tara Julia Hamilton and
Chetan Singh Thakur},
title = {Neuromorphic Object Tracking Architecture, Based on Compound Eyes,
and Implementation on {FPGA}},
booktitle = {{MWSCAS}},
pages = {668--671},
publisher = {{IEEE}},
year = {2018}
}
@article{DBLP:journals/corr/abs-1803-03015,
author = {Runchun Wang and
Chetan Singh Thakur and
Andr{\'{e}} van Schaik},
title = {An FPGA-based Massively Parallel Neuromorphic Cortex Simulator},
journal = {CoRR},
volume = {abs/1803.03015},
year = {2018}
}
@article{DBLP:journals/corr/abs-1805-08932,
author = {Chetan Singh Thakur and
Jamal Molin and
Gert Cauwenberghs and
Giacomo Indiveri and
Kundan Kumar and
Ning Qiao and
Johannes Schemmel and
Runchun Wang and
Elisabetta Chicca and
Jennifer Olson Hasler and
Jae{-}sun Seo and
Shimeng Yu and
Yu Cao and
Andr{\'{e}} van Schaik and
Ralph Etienne{-}Cummings},
title = {Large-Scale Neuromorphic Spiking Array Processors: {A} quest to mimic
the brain},
journal = {CoRR},
volume = {abs/1805.08932},
year = {2018}
}
@article{DBLP:journals/tbcas/WangTCHTS17,
author = {Runchun Wang and
Chetan Singh Thakur and
Gregory Cohen and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {Neuromorphic Hardware Architecture Using the Neural Engineering Framework
for Pattern Recognition},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {11},
number = {3},
pages = {574--584},
year = {2017}
}
@inproceedings{DBLP:conf/ciss/ThakurME17,
author = {Chetan Singh Thakur and
Jamal Molin and
Ralph Etienne{-}Cummings},
title = {Real-time image segmentation using a spiking neuromorphic processor},
booktitle = {{CISS}},
pages = {1--6},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/ciss/ThakurMES17,
author = {Chetan Singh Thakur and
Jamal Molin and
Ralph Etienne{-}Cummings and
Andr{\'{e}} van Schaik},
title = {Inference in spiking Bayesian neurons using stochastic computation},
booktitle = {{CISS}},
pages = {1--4},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/iscas/MolinETVBE17,
author = {Jamal Lottier Molin and
Adebayo Eisape and
Chetan Singh Thakur and
Vigil Varghese and
Christian Brandli and
Ralph Etienne{-}Cummings},
title = {Low-power, low-mismatch, highly-dense array of {VLSI} Mihalas-Niebur
neurons},
booktitle = {{ISCAS}},
pages = {1--4},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/iscas/ThakurMXZNE17,
author = {Chetan Singh Thakur and
Jamal Lottier Molin and
Tao Xiong and
Jie Zhang and
Ernst Niebur and
Ralph Etienne{-}Cummings},
title = {Neuromorphic visual saliency implementation using stochastic computation},
booktitle = {{ISCAS}},
pages = {1--4},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/iscas/XiongZTRCTE17,
author = {Tao Xiong and
Jie Zhang and
Chetan Singh Thakur and
John M. Rattray and
Sang Peter Chin and
Trac D. Tran and
Ralph Etienne{-}Cummings},
title = {Live demonstration: {A} compact all-CMOS spatiotemporal compressed
sensing video camera},
booktitle = {{ISCAS}},
pages = {1},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/mwscas/XiongRZTCTE17,
author = {Tao Xiong and
John M. Rattray and
Jie Zhang and
Chetan Singh Thakur and
Sang Peter Chin and
Trac D. Tran and
Ralph Etienne{-}Cummings},
title = {Spatiotemporal compressed sensing for video compression},
booktitle = {{MWSCAS}},
pages = {289--292},
publisher = {{IEEE}},
year = {2017}
}
@article{DBLP:journals/tcas/ThakurWHTS16,
author = {Chetan Singh Thakur and
Runchun Wang and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A Low Power Trainable Neuromorphic Integrated Circuit That Is Tolerant
to Device Mismatch},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {63-I},
number = {2},
pages = {211--221},
year = {2016}
}
@inproceedings{DBLP:conf/biocas/WangCTTS16,
author = {Runchun Wang and
Gregory Cohen and
Chetan Singh Thakur and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {An SRAM-based implementation of a convolutional neural network},
booktitle = {BioCAS},
pages = {560--563},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/biocas/XuTSWTS16,
author = {Ying Xu and
Chetan Singh Thakur and
Ram Kuber Singh and
Runchun Wang and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {Electronic cochlea: {CAR-FAC} model on {FPGA}},
booktitle = {BioCAS},
pages = {564--567},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/iscas/WangTHTS16,
author = {Runchun Wang and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A stochastic approach to {STDP}},
booktitle = {{ISCAS}},
pages = {2082--2085},
publisher = {{IEEE}},
year = {2016}
}
@article{DBLP:journals/corr/WangTHTS16,
author = {Runchun Wang and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A Stochastic Approach to {STDP}},
journal = {CoRR},
volume = {abs/1603.04080},
year = {2016}
}
@article{DBLP:journals/tbcas/AfsharGTTSCH15,
author = {Saeed Afshar and
Libin George and
Chetan Singh Thakur and
Jonathan Tapson and
Andr{\'{e}} van Schaik and
Philip de Chazal and
Tara Julia Hamilton},
title = {Turn Down That Noise: Synaptic Encoding of Afferent {SNR} in a Single
Spiking Neuron},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {9},
number = {2},
pages = {188--196},
year = {2015}
}
@inproceedings{DBLP:conf/biocas/WangTHTS15,
author = {Runchun Wang and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A compact aVLSI conductance-based silicon neuron},
booktitle = {BioCAS},
pages = {1--4},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/biocas/XuTHTWS15,
author = {Ying Xu and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Runchun Wang and
Andr{\'{e}} van Schaik},
title = {A reconfigurable mixed-signal implementation of a neuromorphic {ADC}},
booktitle = {BioCAS},
pages = {1--4},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/ijcnn/ThakurHWTS15,
author = {Chetan Singh Thakur and
Tara Julia Hamilton and
Runchun Wang and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A neuromorphic hardware framework based on population coding},
booktitle = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2015}
}
@article{DBLP:journals/corr/ThakurHTLS15,
author = {Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Richard F. Lyon and
Andr{\'{e}} van Schaik},
title = {{FPGA} Implementation of the {CAR} Model of the Cochlea},
journal = {CoRR},
volume = {abs/1503.00504},
year = {2015}
}
@article{DBLP:journals/corr/ThakurHWTS15,
author = {Chetan Singh Thakur and
Tara Julia Hamilton and
Runchun Wang and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A neuromorphic hardware framework based on population coding},
journal = {CoRR},
volume = {abs/1503.00505},
year = {2015}
}
@article{DBLP:journals/corr/ThakurWAHTS15,
author = {Chetan Singh Thakur and
Runchun Wang and
Saeed Afshar and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {An Online Learning Algorithm for Neuromorphic Hardware Implementation},
journal = {CoRR},
volume = {abs/1505.02495},
year = {2015}
}
@article{DBLP:journals/corr/ThakurWHTS15,
author = {Chetan Singh Thakur and
Runchun Wang and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch},
journal = {CoRR},
volume = {abs/1507.02835},
year = {2015}
}
@article{DBLP:journals/corr/WangTHTS15,
author = {Runchun Wang and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A neuromorphic hardware architecture using the Neural Engineering
Framework for pattern recognition},
journal = {CoRR},
volume = {abs/1507.05695},
year = {2015}
}
@article{DBLP:journals/corr/WangTHTS15a,
author = {Runchun Wang and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {A compact aVLSI conductance-based silicon neuron},
journal = {CoRR},
volume = {abs/1509.00962},
year = {2015}
}
@article{DBLP:journals/corr/XuTHTWS15,
author = {Ying Xu and
Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Runchun Wang and
Andr{\'{e}} van Schaik},
title = {A Reconfigurable Mixed-signal Implementation of a Neuromorphic {ADC}},
journal = {CoRR},
volume = {abs/1509.00967},
year = {2015}
}
@inproceedings{DBLP:conf/iscas/ThakurWHTS14,
author = {Chetan Singh Thakur and
James Wright and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik},
title = {Live demonstration: {FPGA} implementation of the {CAR} model of the
cochlea},
booktitle = {{ISCAS}},
pages = {461},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/iscas/ThakurHTSL14,
author = {Chetan Singh Thakur and
Tara Julia Hamilton and
Jonathan Tapson and
Andr{\'{e}} van Schaik and
Richard F. Lyon},
title = {{FPGA} implementation of the {CAR} Model of the cochlea},
booktitle = {{ISCAS}},
pages = {1853--1856},
publisher = {{IEEE}},
year = {2014}
}
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