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Soumyajit Mandal
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- affiliation: Case Western Reserve University, Department of Electrical Engineering and Computer Science, Cleveland, OH, USA
- affiliation (former): Massachusetts Institute of Technology, USA
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2020 – today
- 2024
- [j47]Junjun Huan
, Shubhra Deb Paul
PRISTINE: An Emulation Platform for PCB-Level Hardware Trojans. IEEE Access 12: 49291-49305 (2024) - [j46]Kelsey L. Horace-Herron
Nuclear Quadrupole Resonance for Substance Detection. IEEE Access 12: 111709-111722 (2024) - [c63]Soumyajit Mandal, Grzegorz W. Deptuch, Md Arif Iqbal:
A Low-Power Data Link for Stitched Pixel Sensors. MWSCAS 2024: 57-63 - [c62]Soumyajit Mandal, Jifu Liang, Hasantha Malavipathirana, Nilan Udayanga, Hiruni Silva, S. I. Hariharan, Arjuna Madanayake:
Integrated Analog Computers as Domain-Specific Accelerators: A Tutorial Review. MWSCAS 2024: 875-881 - [c61]Arjuna Madanayake, Keththura Lawrance, Sivakumar Sivasankar, Umesha Kumarasiri, Buddhipriya Gayanath, Renato J. Cintra, Soumyajit Mandal:
Real-time 5.7 GHz Realization of Multidimensional 2D Hybrid Approximate DFT Spectrum Sensors for RF Situational Awareness. MWSCAS 2024: 888-892 - [i6]Rohan Reddy Kalavakonda, Junjun Huan, Peyman Dehghanzadeh, Archit Jaiswal, Soumyajit Mandal, Swarup Bhunia:
Fusion Intelligence: Confluence of Natural and Artificial Intelligence for Enhanced Problem-Solving Efficiency. CoRR abs/2405.09763 (2024) - [i5]Shubha R. Kharel, Prashansa Mukim, Piotr Maj, Grzegorz W. Deptuch, Shinjae Yoo, Yihui Ren, Soumyajit Mandal:
Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence. CoRR abs/2407.14560 (2024) - 2023
- [j45]Haixiang Zhao
Analog Current-Mode 8-Point Approximate-DFT Multi-Beamformer With 4.7 Gbps Channel Capacity. IEEE Access 11: 53716-53735 (2023) - [j44]Junjun Huan
Contact-Less Integrity Verification of Microelectronics Using Near-Field EM Analysis. IEEE Access 11: 80588-80599 (2023) - [j43]Peyman Dehghanzadeh
On-Chip Batteries as Distributed Energy Sources in Heterogeneous 2.5D/3D Integrated Circuits. IEEE Access 11: 89896-89906 (2023) - [j42]Arvind Srivastav
Radars for Autonomous Driving: A Review of Deep Learning Methods and Challenges. IEEE Access 11: 97147-97168 (2023) - [j41]Haixiang Zhao, Rahul Sarpeshkar, Soumyajit Mandal
A Compact and Power-Efficient Noise Generator for Stochastic Simulations. IEEE Trans. Circuits Syst. I Regul. Pap. 70(1): 3-16 (2023) - [c60]Vida Pashaei, Junjun Huan, Haoyang Chen, Mohamed S. E. A. Osman, Sri-Rajasekhar Kothapalli, Steve J. A. Majerus
Wearable Ultrasound Probe for Nerve Localization and Stimulation. BioCAS 2023: 1-5 - [c59]Tahmid Kaisar, Peyman Dehghanzadeh, Philip X.-L. Feng, Soumyajit Mandal:
Digitally Programmable CMOS Feedback ASIC for Network of Coupled Electromechanical Oscillators. ISCAS 2023: 1-5 - [c58]Jifu Liang, Xinyao Tang, S. I. Hariharan, Arjuna Madanayake
A Current-Mode Discrete-Time Analog Computer for Solving Maxwell's Equations in 2D. ISCAS 2023: 1-5 - [c57]Nicholas St. John
Self-Adaptation of Line Driver Pre-Emphasis Parameters via Embedded Line Loss Sensing. PRIME 2023: 249-252 - [i4]Arvind Srivastav, Soumyajit Mandal:
Radars for Autonomous Driving: A Review of Deep Learning Methods and Challenges. CoRR abs/2306.09304 (2023) - 2022
- [j40]Xinyao Tang
High-Sensitivity Electric Potential Sensors for Non-Contact Monitoring of Physiological Signals. IEEE Access 10: 19096-19111 (2022) - [j39]Junjun Huan
Intrinsically Secure Non-Volatile Memory Using ReRAM Devices. IEEE Access 10: 104577-104588 (2022) - [j38]Xinyao Tang
A CMOS SoC for Wireless Ultrasonic Power/Data Transfer and SHM Measurements on Structures. IEEE Access 10: 110163-110180 (2022) - [j37]Sirani M. Perera
A Fast DVM Algorithm for Wideband Time-Delay Multi-Beam Beamformers. IEEE Trans. Signal Process. 70: 5913-5925 (2022) - [c56]Sandeep Miryala, Gabriella Carini, Grzegorz Deptuch
Design and Challenges of Edge Computing ASICs on Front-End Electronics. ISQED 2022: 19-27 - [i3]Arjuna Madanayake
Fast Radix-32 Approximate DFTs for 1024-Beam Digital RF Beamforming. CoRR abs/2207.05866 (2022) - [i2]Arjuna Madanayake
Towards a Low-SWaP 1024-beam Digital Array: A 32-beam Sub-system at 5.8 GHz. CoRR abs/2207.09054 (2022) - [i1]Nicholas St. John, Soumyajit Mandal, Grzegorz W. Deptuch
A Low-Power 1 Gb/s Line Driver with Configurable Pre-Emphasis for Lossy Transmission Lines. CoRR abs/2210.11882 (2022) - 2021
- [j36]Xinyao Tang
Encrypted Physical Layer Communications Using Synchronized Hyperchaotic Maps. IEEE Access 9: 13286-13303 (2021) - [j35]Rohan Reddy Kalavakonda, Naren Vikram Raj Masna, Anamika Bhuniaroy, Soumyajit Mandal, Swarup Bhunia
A Smart Mask for Active Defense Against Coronaviruses and Other Airborne Pathogens. IEEE Consumer Electron. Mag. 10(2): 72-79 (2021) - [j34]Nilan Udayanga
A Radio Frequency Analog Computer for Computational Electromagnetics. IEEE J. Solid State Circuits 56(2): 440-454 (2021) - [j33]Jifu Liang
An Offset-Cancelling Discrete-Time Analog Computer for Solving 1-D Wave Equations. IEEE J. Solid State Circuits 56(9): 2881-2894 (2021) - [j32]Parisa Dehghanzadeh
Fundamental Trade-Offs Between Power and Data Transfer in Inductive Links for Biomedical Implants. IEEE Trans. Biomed. Circuits Syst. 15(2): 235-247 (2021) - [j31]Hasantha Malavipathirana
A Fast and Fully Parallel Analog CMOS Solver for Nonlinear PDEs. IEEE Trans. Circuits Syst. I Regul. Pap. 68(8): 3363-3376 (2021) - [j30]Najath Akram
Spacetime Frequency-Multiplexed Digital-RF Array Receivers With Reduced ADC Count. IEEE Trans. Circuits Syst. II Express Briefs 68(8): 2840-2844 (2021) - [c55]David Ariando, Yiqiao Tang, Shin Utsuzawa, Yi-Qiao Song, Soumyajit Mandal:
A Compact GaNFET-Based Power Amplifier for ASIC-Based Miniature NMR Spectrometers. ISCAS 2021: 1-5 - [c54]Jifu Liang, Hasantha Malavipathirana
Analog Switched-Capacitor Circuits for Solving the Schrödinger Equation. ISCAS 2021: 1-5 - [c53]Boshan Gu, Xinyao Tang, Cheng Chen, Soumyajit Mandal:
A Fully-Integrated CMOS Hyperchaotic Map for Obfuscated IoT Communications. MWSCAS 2021: 587-592 - [c52]Haixiang Zhao, Rahul Sarpeshkar, Soumyajit Mandal:
A Compact and Power-Efficient Noise Generator for Stochastic Simulations. MWSCAS 2021: 806-811 - 2020
- [j29]Jarred Glickstein
Power-Efficient ELF Wireless Communications Using Electro-Mechanical Transmitters. IEEE Access 8: 2455-2471 (2020) - [j28]Arjuna Madanayake
Fast Radix-32 Approximate DFTs for 1024-Beam Digital RF Beamforming. IEEE Access 8: 96613-96627 (2020) - [j27]Vida Pashaei
Flexible Body-Conformal Ultrasound Patches for Image-Guided Neuromodulation. IEEE Trans. Biomed. Circuits Syst. 14(2): 305-318 (2020) - [j26]Haixiang Zhao
A Fast-Settling Integer- $N$ Frequency Synthesizer Using Switched-Gain Control. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(4): 1344-1357 (2020) - [j25]Sameer M. Shaik, Xinyao Tang
Self-Optimizing Wireless Networks on Structures. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 911-915 (2020) - [j24]Yingying Wang
A 1.0-8.3 GHz Cochlea-Based Real-Time Spectrum Analyzer With Δ-Σ-Modulated Digital Outputs. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(9): 2934-2947 (2020) - [j23]Arvind Srivastav
A Highly Digital Multiantenna Ground-Penetrating Radar (GPR) System. IEEE Trans. Instrum. Meas. 69(10): 7422-7436 (2020) - [c51]Vida Pashaei, Michael S. Abrams, Soumyajit Mandal:
Magnetic Ophthalmic Realignment System for Extra-Ocular Muscle Loss Treatment. IEEE SENSORS 2020: 1-4 - [c50]Jifu Liang, Nilan Udayanga, Arjuna Madanayake
A Switched-Capacitor-Based Analog Computer for Solving the 1-D Wave Equation. ISCAS 2020: 1-5 - [c49]Hasantha Malavipathirana
Spatio-Temporal Δ-Σ N2-Port ADC Noise Shaping for N × N Antenna Arrays. ISCAS 2020: 1-5 - [c48]Mac Russell, David Kazdan, Soumyajit Mandal:
A Monolithic CMOS Realization of the Double-Quadrature Image-Reject Weaver Receiver. ISCAS 2020: 1-5 - [c47]Udara De Silva
RF-Rate Hybrid CNN Accelerator Based on Analog-CMOS and Xilinx RFSoC. ISCAS 2020: 1-5 - [c46]Nilan Udayanga, S. I. Hariharan, Soumyajit Mandal, Leonid Belostotski, Leonard T. Bruton, Arjuna Madanayake
Continuous-Time Algorithms for Solving Maxwell's Equations using Analog Circuits. ISCAS 2020: 1 - [c45]Phong Nguyen, Soumyajit Mandal:
A Broadband CMOS Receiver for Multi-Channel Ground-Penetrating Radar (GPR) Systems. MWSCAS 2020: 109-112 - [c44]Xinyao Tang, Haixiang Zhao, Soumyajit Mandal:
A Fully-Integrated 27.12 MHz Inductive Power and Data Telemetry Link for Biomedical Implants. MWSCAS 2020: 655-658 - [c43]Arjuna Madanayake
Physics-Aware Processing of Rotational Micro-Doppler Signatures for DBN-Based UAS Classification Radar. RFID 2020: 1-8
2010 – 2019
- 2019
- [j22]Naren Vikram Raj Masna
Robust Authentication of Consumables With Extrinsic Tags and Chemical Fingerprinting. IEEE Access 7: 14396-14409 (2019) - [j21]Theodore S. Rappaport
Wireless Communications and Applications Above 100 GHz: Opportunities and Challenges for 6G and Beyond. IEEE Access 7: 78729-78757 (2019) - [j20]Naren Vikram Raj Masna
Eat, but Verify: Low-Cost Portable Devices for Food Safety Analysis. IEEE Consumer Electron. Mag. 8(1): 12-18 (2019) - [j19]Sumaiya Shomaji, Parisa Dehghanzadeh, Alex Roman, Domenic Forte
Early Detection of Cardiovascular Diseases Using Wearable Ultrasound Device. IEEE Consumer Electron. Mag. 8(6): 12-21 (2019) - [j18]Yingying Wang
\(\varvec{\varDelta }\) - \(\varvec{\varSigma }\) noise-shaping in 3-D space-time for 2-D wideband antenna array receivers. Multidimens. Syst. Signal Process. 30(3): 1609-1631 (2019) - [j17]Binit Panda, Soumyajit Mandal
Flexible, Skin Coupled Microphone Array for Point of Care Vascular Access Monitoring. IEEE Trans. Biomed. Circuits Syst. 13(6): 1494-1505 (2019) - [j16]Yingying Wang
ΔΣ Noise-Shaping in 2-D Space-Time for Wideband Antenna Array Receivers. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(2): 569-582 (2019) - [j15]Mohammad S. Islam
A Programmable Sustaining Amplifier for Flexible Multimode MEMS-Referenced Oscillators. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(4): 1405-1418 (2019) - [j14]Arvind Srivastav
An Adaptive Low-Complexity Abnormality Detection Scheme for Wearable Ultrasonography. IEEE Trans. Circuits Syst. II Express Briefs 66-II(8): 1466-1470 (2019) - [j13]Nilan Udayanga
Continuous-Time Algorithms for Solving Maxwell's Equations Using Analog Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(10): 3941-3954 (2019) - [j12]Mohammad S. Islam
A Digitally Programmable CMOS Feedback ASIC for Highly Stable MEMS-Referenced Oscillators. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(11): 4158-4171 (2019) - [j11]Xinyao Tang
Indoor Occupancy Awareness and Localization Using Passive Electric Field Sensing. IEEE Trans. Instrum. Meas. 68(11): 4535-4549 (2019) - [c42]Kai Zheng, Josep Miquel Jornet
Software-defined Radios to Accelerate mmWave Wireless Innovation. DySPAN 2019: 1-4 - [c41]Mason Greer, Cheng Chen, Soumyajit Mandal:
Autonomous Monitoring of Fat, Water, and Sodium Content in Cheese Products using Low-Field NMR. ISCAS 2019: 1-5 - [c40]Michele Polese
MillimeTera: Toward A Large-Scale Open-Source mmWave and Terahertz Experimental Testbed. mmNets 2019: 27-32 - [c39]Xi Gao
Digital RF-over-Fiber Links Based on Continuous-Time Delta-Sigma Modulation. MWSCAS 2019: 259-262 - [c38]Ran Wei, Xinyao Tang, Soumyajit Mandal, Philip X.-L. Feng:
A Sub-μA Quiescent Current Power Management System with SAR-based Adaptive MPPT for Piezoelectric Energy Harvesting. MWSCAS 2019: 283-286 - [c37]Xinyao Tang, Soumyajit Mandal:
An Integrated Chaotic Transceiver for Spread-Spectrum Radar and Communications. MWSCAS 2019: 343-346 - [c36]Parisa Dehghanzadeh, Hossein Zamani, Soumyajit Mandal:
Trade-Offs Between Data and Power Transfer in Near-Field Inductive Links. MWSCAS 2019: 814-817 - 2018
- [j10]Viduneth Ariyarathna
Analog Approximate-FFT 8/16-Beam Algorithms, Architectures and CMOS Circuits for 5G Beamforming MIMO Transceivers. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(3): 466-479 (2018) - [j9]Sirani M. Perera
Wideband N-Beam Arrays Using Low-Complexity Algorithms and Mixed-Signal Integrated Circuits. IEEE J. Sel. Top. Signal Process. 12(2): 368-382 (2018) - [c35]Vida Pashaei, Alex Roman, Soumyajit Mandal:
Conformal Ultrasound Transducer Array for Image-Guided Neural Therapy. BioCAS 2018: 1-4 - [c34]Vida Pashaei, Alex Roman, Soumyajit Mandal:
Live Demonstration: An Open-Source Test-Bench for Autonomous Ultrasound Imaging. BioCAS 2018: 1 - [c33]Xinyao Tang, Haixiang Zhao, Soumyajit Mandal:
A programmable CMOS transceiver for structural health monitoring. CICC 2018: 1-4 - [c32]Steve J. A. Majerus
Bruit-enhancing phonoangiogram filter using sub-band autoregressive linear predictive coding. EMBC 2018: 1416-1419 - [c31]Cheng Chen, Arvind Srivastav, David Ariando, Soumyajit Mandal, Yiqiao Tang, Yi-Qiao Song:
Real-Time Data Inversion Methods for Low-Field Nuclear Magnetic Resonance (NMR). DSP 2018: 1-5 - [c30]Xinyao Tang, Jifu Liang, Yingying Wang, Soumyajit Mandal:
Indoor Occupancy Awareness and Localization Using Passive Electric Field Sensing. IEEE SENSORS 2018: 1-4 - [c29]Xinyao Tang, Mohammed Sameer, Soumyajit Mandal:
Acoustic Wireless Power and Data Telemetry for Structural Health Monitoring. IEEE SENSORS 2018: 1-4 - [c28]Najath Akram
Multiport ADCs for Microwave Focal Plane Array Dish Receivers. ISCAS 2018: 1-5 - [c27]Haixiang Zhao, Soumyajit Mandal, Viduneth Ariyarathna, Arjuna Madanayake
An Offset-Canceling Approximate-DFT Beamforming Architecture for Wireless Transceivers. ISCAS 2018: 1-5 - [c26]Alex Roman, Parisa Dehghanzadeh, Vida Pashaei, Abhishek Basak, Swarup Bhunia
An Open-Source Test-Bench for Autonomous Ultrasound Imaging. MWSCAS 2018: 524-527 - [c25]Jifu Liang, Xinyao Tang, Soumyajit Mandal:
An Integrated Low-Power Multi-Modal Wide-Dynamic-Range Potentiostat. MWSCAS 2018: 562-565 - [c24]Md Tawhid Bin Tarek, Shamini Dharmasena, Arjuna Madanayake
Power-Efficient Data Modulation for All-Mechanical ULF/VLF Transmitters. MWSCAS 2018: 759-762 - 2017
- [c23]Fengchao Zhang, Naren Vikram Raj Masna
Authentication and traceability of food products through the supply chain using NQR spectroscopy. BioCAS 2017: 1-4 - [c22]Xinyao Tang, Ming-Chun Huang
An "Internet of Ears" for crowd-aware smart buildings based on sparse sensor networks. IEEE SENSORS 2017: 1-3 - [c21]Haixiang Zhao, Soumyajit Mandal:
Phase-locked loops using switched-gain control. ISCAS 2017: 1-4 - [c20]Mohammad S. Islam, Soumyajit Mandal, Siddharth Kumar Singh:
A programmable sustaining amplifier for reconfigurable MEMS-referenced oscillators. MWSCAS 2017: 41-44 - [c19]Ali Nikoofard, Jifu Liang, Michael Twieg, Suranga Handagala, Arjuna Madanayake
Low-complexity N-port ADCs using 2-D Δ-Σ noise-shaping for N-element array receivers. MWSCAS 2017: 301-304 - [c18]Steve J. A. Majerus
Catheter-mounted CMOS front-ends for broadband intravascular ultrasonic imaging. MWSCAS 2017: 373-376 - [c17]Yingying Wang, Suranga Handagala, Arjuna Madanayake
N-port LNAs for mmW array processors using 2-D spatio-temporal Δ - Σ noise-shaping. MWSCAS 2017: 1473-1476 - 2016
- [j8]Cheng Chen, Fengchao Zhang, Jamie Barras, Kaspar Althoefer, Swarup Bhunia
Authentication of Medicines Using Nuclear Quadrupole Resonance Spectroscopy. IEEE ACM Trans. Comput. Biol. Bioinform. 13(3): 417-430 (2016) - [c16]Reza Erfani, Fatemeh Marefat, Soumyajit Mandal, Pedram Mohseni:
A 1.3mA biphasic current stimulator IC with active charge balancing for nerve interfacing applications. ISCAS 2016: 1090-1093 - [c15]Jifu Liang
A low-power receiver for simultaneous electrocardiogram and respiration rate detection. ISCAS 2016: 2455-2458 - [c14]Ali Nikoofard, Soumyajit Mandal:
An 11.5 nW broadband wake-up RF receiver with -60 dBm sensitivity at 50 MHz. ISCAS 2016: 2787-2790 - [c13]Hesam Khanmohammad, Peng Wang, Christopher Babecki, Philip X.-L. Feng, Soumyajit Mandal:
A programmable CMOS feedback IC for reconfigurable MEMS-referenced oscillators. NEWCAS 2016: 1-4 - [c12]Hossein Zamani, Cheng Chen, Xinyao Tang, Pedram Mohseni, Soumyajit Mandal:
A current-controlled transceiver IC for structural health monitoring. NEWCAS 2016: 1-4 - 2015
- [c11]Yingying Wang, Soumyajit Mandal:
Output encoding for cochlear signal analysis. BioCAS 2015: 1-4 - [c10]Soumyajit Mandal:
Switched-gain feedback amplifiers. MWSCAS 2015: 1-4 - 2011
- [j7]Soumyajit Mandal
A Bio-Inspired Cochlear Heterodyning Architecture for an RF Fovea. IEEE Trans. Circuits Syst. I Regul. Pap. 58-I(7): 1647-1660 (2011) - 2010
- [j6]Soumyajit Mandal
A Low-Power, Battery-Free Tag for Body Sensor Networks. IEEE Pervasive Comput. 9(1): 71-77 (2010) - [c9]Soumyajit Mandal
A cochlear heterodyning architecture for an RF fovea. ISCAS 2010: 3825-3828
2000 – 2009
- 2009
- [b1]Soumyajit Mandal:
Collective analog bioelectronic computation. Massachusetts Institute of Technology, Cambridge, MA, USA, 2009 - [j5]Soumyajit Mandal
A Bio-Inspired Active Radio-Frequency Silicon Cochlea. IEEE J. Solid State Circuits 44(6): 1814-1828 (2009) - [c8]Soumyajit Mandal
A Battery-Free Tag for Wireless Monitoring of Heart Sounds. BSN 2009: 201-206 - [c7]Lorenzo Turicchia, Soumyajit Mandal
Ultra-low-power electronics for non-invasive medical monitoring. CICC 2009: 85-92 - [c6]Soumyajit Mandal
Log-domain Circuit Models of Chemical Reactions. ISCAS 2009: 2697-2700 - [c5]Scott K. Arfin, Soumyajit Mandal
Dynamic-range Analysis and Maximization of Micropower Gm-C Bandpass Filters by Adaptive Biasing. ISCAS 2009: 2954-2957 - 2008
- [j4]Rahul Sarpeshkar, Woradorn Wattanapanitch, Scott K. Arfin, Benjamin I. Rapoport, Soumyajit Mandal
Low-Power Circuits for Brain-Machine Interfaces. IEEE Trans. Biomed. Circuits Syst. 2(3): 173-183 (2008) - [j3]Soumyajit Mandal
Power-Efficient Impedance-Modulation Wireless Data Links for Biomedical Implants. IEEE Trans. Biomed. Circuits Syst. 2(4): 301-315 (2008) - 2007
- [j2]Soumyajit Mandal
Low-Power CMOS Rectifier Design for RFID Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 54-I(6): 1177-1188 (2007) - [c4]Rahul Sarpeshkar, Woradorn Wattanapanitch, Benjamin I. Rapoport, Scott K. Arfin, Michael W. Baker, Soumyajit Mandal, Michale S. Fee, Sam Musallam, Richard A. Andersen:
Low-Power Circuits for Brain-Machine Interfaces. ISCAS 2007: 2068-2071 - 2006
- [c3]Byungsub Kim, Soumyajit Mandal, Rahul Sarpeshkar:
Power-adaptive operational amplifier with positive-feedback self biasing. ISCAS 2006 - [c2]Soumyajit Mandal, Scott K. Arfin, Rahul Sarpeshkar:
Fast startup CMOS current references. ISCAS 2006 - [c1]Soumyajit Mandal, Serhii M. Zhak, Rahul Sarpeshkar:
Circuits for an RF cochlea. ISCAS 2006 - 2004
- [j1]Soumyajit Mandal
Analysis and CMOS implementation of a chaos-based communication system. IEEE Trans. Circuits Syst. I Regul. Pap. 51-I(9): 1708-1722 (2004)
Coauthor Index
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