Research Output 1990 2019

2019
1 Citation (Scopus)

24.5 A Twin-8T SRAM Computation-In-Memory Macro for Multiple-Bit CNN-Based Machine Learning

Si, X., Chen, J. J., Tu, Y. N., Huang, W. H., Wang, J. H., Chiu, Y. C., Wei, W. C., Wu, S. Y., Sun, X., Liu, R., Yu, S., Liu, R. S., Hsieh, C. C., Tang, K. T., Li, Q. & Chang, M. F., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 396-398 3 p. 8662392. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Static random access storage
Macros
Learning systems
Data storage equipment
Energy efficiency
1 Citation (Scopus)

25.2 A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source with <6×10 -6 Native Bit Error Rate

Pang, Y., Gao, B., Wu, D., Yi, S., Liu, Q., Chen, W. H., Chang, T. W., Lin, W. E., Sun, X., Yu, S., Qian, H., Chang, M. F. & Wu, H., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 402-404 3 p. 8662307. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bit error rate
Silicon
Authentication
Cryptography
RRAM

27.5 A 91%-Efficiency Envelope-Tracking Modulator Using Hysteresis-Controlled Three-Level Switching Regulator and Slew-Rate-Enhanced Linear Amplifier for LTE-80MHz Applications

Mahmoudidaryan, P., Mandal, D., Bakkaloglu, B. & Kiaei, S., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 428-430 3 p. 8662305. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modulators
Hysteresis
Power amplifiers
Agglomeration
Bandwidth
3 Citations (Scopus)

A Deep Q-Learning Approach for Dynamic Management of Heterogeneous Processors

Gupta, U., Mandal, S. K., Mao, M., Chakrabarti, C. & Ogras, U., Jan 1 2019, (Accepted/In press) In : IEEE Computer Architecture Letters.

Research output: Contribution to journalArticle

Reinforcement learning
Electric power utilization
Experiments
System-on-chip

An approach to optimize pre-annealing aging and anneal conditions to improve photovoltaic performance of perovskite solar cells

Sanni, D. M., Chen, Y., Yerramilli, A. S., Ntsoenzok, E., Asare, J., Adeniji, S. A., Oyelade, O. V., Fashina, A. A. & Alford, T., Mar 1 2019, In : Materials for Renewable and Sustainable Energy. 8, 1, 3.

Research output: Contribution to journalArticle

Aging of materials
Annealing
Perovskite
Lead
Temperature

A Novel Fingerprint Scanning Method Using Terahertz Imaging

Theofanopoulos, P. C. & Trichopoulos, G., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2463-2464 2 p. 8608832. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

biometrics
spatial resolution
gloves
Scanning
Imaging techniques

A Quasi-Optical Testbed for Wideband THz On-Wafer Measurements

Cui, Y. & Trichopoulos, G., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Terahertz Science and Technology.

Research output: Contribution to journalArticle

Testbeds
Topology
wafers
broadband
Directional couplers

Around the Corner Terahertz Radar Imaging Exploiting Diffusion Scattering

Doddalla, S. & Trichopoulos, G., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 231-232 2 p. 8608209. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

imaging radar
Radar imaging
Scattering
Imaging techniques
specular reflection
1 Citation (Scopus)

A Simultaneous Multiscale and Multiphysics Model and Numerical Implementation of a Core-Shell Model for Lithium-Ion Full-Cell Batteries

Liu, B., Wang, X., Chen, H. S., Chen, S., Yang, H., Xu, J., Jiang, H. & Fang, D. N., Apr 1 2019, In : Journal of Applied Mechanics, Transactions ASME. 86, 4, 041005.

Research output: Contribution to journalArticle

multiscale models
electric batteries
Lithium
lithium
Ions

Benchmark of RRAM based Architectures for Dot-Product Computation

Peng, X. & Yu, S., Jan 8 2019, 2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 378-381 4 p. 8605606. (2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

products
Data storage equipment
TOPS (spacecraft)
chips
machine learning
3 Citations (Scopus)

Characterizing Endurance Degradation of Incremental Switching in Analog RRAM for Neuromorphic Systems

Zhao, M., Wu, H., Gao, B., Sun, X., Liu, Y., Yao, P., Xi, Y., Li, X., Zhang, Q., Wang, K., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 20.2.1-20.2.4 8614664. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

endurance
random access memory
Durability
Computer systems
analogs

Connecting theory to practice in an online introductory signals and systems course

Wang, C. & Phillips, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658701. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

course system
Students
student
MATLAB
experience

Corrigendum: Large-scale neuromorphic spiking array processors: A quest to mimic the brain (Frontiers in Neuroscience (2018) 12 (891) DOI: 10.3389/fnins.2018.00891)

Thakur, C. S., Molin, J. L., Cauwenberghs, G., Indiveri, G., Kumar, K., Qiao, N., Schemmel, J., Wang, R., Chicca, E., Hasler, J. O., Seo, J., Yu, S., Cao, Y., Van Schaik, A. & Etienne-Cummings, R., Jan 1 2019, In : Frontiers in Neuroscience. 13, JAN, 991.

Research output: Contribution to journalComment/debate

Open Access
Neurosciences
Neurons
Neuronal Plasticity
Brain
corrigendum
3 Citations (Scopus)

Deamination reaction mechanisms of protonated amines under hydrothermal conditions

Robinson, K. J., Gould, I., Fecteau, K. M., Hartnett, H., Williams, L. & Shock, E., Jan 1 2019, In : Geochimica et Cosmochimica Acta. 244, p. 113-128 16 p.

Research output: Contribution to journalArticle

Amines
Amino Acids
Reaction kinetics
Substitution reactions
Carbon

Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices

Lin, Y., Wu, H., Gao, B., Yao, P., Wu, W., Zhang, Q., Zhang, X., Li, X., Li, F., Lu, J., Li, G., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.4.1-3.4.4 8614483. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

random noise
Demonstrations
analogs
RRAM
Neural networks

Design space exploration of ovonic threshold switch (OTS) for sub-threshold read operation in cross-point memory arrays

Woo, J. & Yu, S., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702296. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Switches
Data storage equipment
SPICE
Threshold voltage
4 Citations (Scopus)

Device and materials requirements for neuromorphic computing

Islam, R., Li, H., Chen, P. Y., Wan, W., Chen, H. Y., Gao, B., Wu, H., Yu, S., Saraswat, K. & Philip Wong, H. S., Jan 18 2019, In : Journal of Physics D: Applied Physics. 52, 11, 113001.

Research output: Contribution to journalReview article

Data storage equipment
requirements
chips (memory devices)
Pulse code modulation
endurance

Device Design and Material Considerations of Ovonic Threshold Switch (OTS) for Cross-point MRAM Array

Woo, J. & Yu, S., Mar 1 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 148-150 3 p. 8731137. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

random access memory
switches
Switches
Data storage equipment
thresholds

Effect of excessive Pb on the stability and performance of Pb-halide perovskite solar cells against photo-induced degradation

Yerramilli, A. S., Chen, Y. & Alford, T., Mar 1 2019, In : MRS Communications. 9, 1, p. 189-193 5 p.

Research output: Contribution to journalArticle

Degradation
ITO glass
Passivation
Grain boundaries
Acetates

Electrochemical metallization ReRAMs (ECM) - Experiments and modelling: General discussion

Ambrosi, E., Bartlett, P., Berg, A. I., Brivio, S., Burr, G., Deswal, S., Deuermeier, J., Haga, M. A., Kiazadeh, A., Kissling, G., Kozicki, M., Foroutan-Nejad, C., Gale, E., Gonzalez Velo, Y., Goossens, A., Goux, L., Hasegawa, T., Hilgenkamp, H., Huang, R., Ibrahim, S. & 18 others, Ielmini, D., Kenyon, A. J., Kolosov, V., Li, Y., Majumdar, S., Milano, G., Prodromakis, T., Raeishosseini, N., Rana, V., Ricciardi, C., Santamaria, M., Shluger, A., Valov, I., Waser, R., Stanley Williams, R., Wouters, D., Yang, Y. & Zaffora, A., Jan 1 2019, In : Faraday Discussions. 213, p. 115-120 6 p.

Research output: Contribution to journalComment/debate

Metallizing
Experiments
RRAM

Evaluation of Single Event Effects in SRAM and RRAM Based Neuromorphic Computing System for Inference

Ye, Z., Liu, R., Barnaby, H. & Yu, S., May 22 2019, 2019 IEEE International Reliability Physics Symposium, IRPS 2019. Institute of Electrical and Electronics Engineers Inc., 8720490. (IEEE International Reliability Physics Symposium Proceedings; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Static random access storage
Multilayer neural networks
SPICE
Neural networks
RRAM
3 Citations (Scopus)

Exploiting Hybrid Precision for Training and Inference: A 2T-1FeFET Based Analog Synaptic Weight Cell

Sun, X., Wang, P., Ni, K., Datta, S. & Yu, S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.1.1-3.1.4 8614611. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

inference
education
Ferroelectric materials
analogs
Field effect transistors
Neural networks
Durability
Tuning
Data storage equipment
Degradation

Impact of radiation induced crystallization on programmable metallization cell electrical characteristics and reliability

Gonzalez Velo, Y., Patadia, A., Barnaby, H. & Kozicki, M., Jan 1 2019, In : Faraday Discussions. 213, p. 53-66 14 p.

Research output: Contribution to journalArticle

Crystallization
Metallizing
crystallization
Radiation
dosage

Influence of substrate temperature on properties of pyrite thin films deposited using a sequential coevaporation technique

Walimbe, A., Wertheim, A., Ravi, A., Kopas, C., Saxena, A., Singh, R., Lehner, S. W., Domenico, J., Makar, J., Carpenter, R., Buseck, P. R. & Newman, N., Jan 1 2019, In : Thin Solid Films. 669, p. 49-55 7 p.

Research output: Contribution to journalArticle

Pyrites
pyrites
Thin films
Substrates
thin films
2 Citations (Scopus)

Introduction of nitrogen gas flow and precursor aging process to improve the efficiency of the lead acetate derived CH3NH3PbI3 perovskite solar cells

Chen, Y., Li, L., Yerramilli, A. S., Qu, W., Song, Y., Li, N., Shen, Y. & Alford, T., Feb 1 2019, In : Solar Energy Materials and Solar Cells. 190, p. 49-56 8 p.

Research output: Contribution to journalArticle

Flow of gases
Nitrogen
Lead
Aging of materials
Phase composition
Built-in self test
Time measurement
Signal to noise ratio
Specifications
1 Citation (Scopus)

Lithium redistribution around the crack tip of lithium-ion battery electrodes

Yang, L., Chen, H. S., Jiang, H., Song, W. L. & Fang, D., Jul 1 2019, In : Scripta Materialia. 167, p. 11-15 5 p.

Research output: Contribution to journalArticle

crack tips
Lithium
Crack tips
electric batteries
cracks

Multistatic Terahertz Imaging Using the Radon Transform

Theofanopoulos, P. C., Sakr, M. & Trichopoulos, G., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Antennas and Propagation.

Research output: Contribution to journalArticle

Radon
Mathematical transformations
Imaging techniques
Antenna arrays
Millimeter waves
1 Citation (Scopus)

On-Chip RF Phased Array Characterization with DC-Only Measurements for In-field Calibration

Jeong, J. W., Kitchen, J. & Ozev, S., Jan 1 2019, (Accepted/In press) In : IEEE Design and Test.

Research output: Contribution to journalArticle

Built-in self test
Calibration
Networks (circuits)
Polychlorinated biphenyls
Monitoring

Optimizing activity detection via sensor fusion

Khondoker, F., Thornton, T., Spanias, A. & Shanthamallu, U. S., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633623. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fusion reactions
Stairs
Supervised learning
Sensors
Microcontrollers

Optimizing weight mapping and data flow for convolutional neural networks on rram based processing-in-memory architecture

Peng, X., Liu, R. & Yu, S., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702715. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Memory architecture
Neural networks
Data storage equipment
Processing
Energy efficiency

Production of Carboxylic Acids from Aldehydes under Hydrothermal Conditions: A Kinetics Study of Benzaldehyde

Fecteau, K. M., Gould, I., Glein, C. R., Williams, L., Hartnett, H. & Shock, E., Jan 1 2019, (Accepted/In press) In : ACS Earth and Space Chemistry.

Research output: Contribution to journalArticle

carboxylic acid
aldehyde
Carboxylic Acids
aldehydes
Aldehydes
4 Citations (Scopus)

Ron resch origami pattern inspired energy absorption structures

Chen, Z., Wu, T., Nian, G., Shan, Y., Liang, X., Jiang, H. & Qu, S., Jan 1 2019, In : Journal of Applied Mechanics, Transactions ASME. 86, 1, 011005.

Research output: Contribution to journalArticle

energy absorption
Energy absorption
Honeycomb structures
honeycomb structures
hinges

Self-heating in SOI MOSFETs at the 45nm node

Zhang, X., Mehr, P., Vasileska, D. & Thornton, T., Jan 8 2019, 2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018. Institute of Electrical and Electronics Engineers Inc., 8605870. (2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Thermometers
SOI (semiconductors)
Silicon
field effect transistors
Heating

Semiconductor alloy nanowires and nanobelts with widely tunable bandgaps for full-spectrum emission and multi-color lasing

Ning, C-Z., Fan, F., Turkdogan, S. & Liu, Z. C., Jan 1 2019, Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015. Optical Society of America (OSA), (Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nanobelts
Nanowires
Energy gap
Semiconductor materials
Color

Steep-slope field-effect transistors with AlGaN/GaN HEMT and oxide-based threshold switching device

Huang, X., Fang, R., Yang, C., Fu, K., Fu, H., Chen, H., Yang, T. H., Zhou, J., Montes, J., Kozicki, M., Barnaby, H., Zhang, B. & Zhao, Y., Mar 13 2019, In : Nanotechnology. 30, 21, 215201.

Research output: Contribution to journalArticle

High electron mobility transistors
Field effect transistors
Oxides
Transistors
Management information systems
2 Citations (Scopus)

STT-MRAM Design Technology Co-optimization for Hardware Neural Networks

Xu, N., Lu, Y., Qi, W., Jiang, Z., Peng, X., Chen, F., Wang, J., Choi, W., Yu, S. & Kim, D. S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 15.3.1-15.3.4 8614560. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

hardware
Neural networks
Hardware
optimization
parasites
3 Citations (Scopus)

Wireless communications and applications above 100 GHz: Opportunities and challenges for 6g and beyond

Rappaport, T. S., Xing, Y., Kanhere, O., Ju, S., Madanayake, A., Mandal, S., Alkhateeb, A. & Trichopoulos, G., Jan 1 2019, In : IEEE Access. 7, p. 78729-78757 29 p., 8732419.

Research output: Contribution to journalArticle

Open Access
Communication
Signal processing
Imaging techniques
Smart antennas
Array processing

Wireless Wearable Ultrasound Sensor on a Paper Substrate to Characterize Respiratory Behavior

Chen, A., Halton, A. J., Rhoades, R. D., Booth, J. C., Shi, X., Bu, X., Wu, N. & Chae, J., Jan 1 2019, In : ACS Sensors.

Research output: Contribution to journalArticle

Ultrasonics
sensors
Sensors
Substrates
spirometers
2018
1 Citation (Scopus)

1T2R: A novel memory cell design to resolve single-event upset in RRAM arrays

Tosson, A. M. S., Yu, S., Anis, M. H. & Wei, L., Jan 8 2018, Proceedings - 2017 IEEE 12th International Conference on ASIC, ASICON 2017. IEEE Computer Society, Vol. 2017-October. p. 12-15 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Heavy ions
Radiation effects
Energy utilization
Aircraft

50 V Isolation, 100 MHz, 50 mW Single-Chip Junction Isolated DC-DC Converter with Self-Tuned Maximum Power Transfer Frequency

Liu, C., Mandal, D., Yao, Z., Sun, M., Todsen, J., Johnson, B., Kiaei, S. & Bakkaloglu, B., Sep 5 2018, (Accepted/In press) In : IEEE Transactions on Circuits and Systems II: Express Briefs.

Research output: Contribution to journalArticle

DC-DC converters
Sensors
Electric potential
Rails
Resonators
18 Citations (Scopus)

A 65nm 4Kb algorithm-dependent computing-in-memory SRAM unit-macro with 2.3ns and 55.8TOPS/W fully parallel product-sum operation for binary DNN edge processors

Khwa, W. S., Chen, J. J., Li, J. F., Si, X., Yang, E. Y., Sun, X., Liu, R., Chen, P. Y., Li, Q., Yu, S. & Chang, M. F., Mar 8 2018, 2018 IEEE International Solid-State Circuits Conference, ISSCC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 61. p. 496-498 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Static random access storage
Macros
Data storage equipment
Artificial intelligence
Costs

A built-in self-test technique for transmitter-only systems

Shafiee, M., Kitchen, J. & Ozev, S., May 29 2018, Proceedings - 2018 IEEE 36th VLSI Test Symposium, VTS 2018. IEEE Computer Society, Vol. 2018-April. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Built-in self test
Transmitters
Calibration
Time measurement
Monitoring
9 Citations (Scopus)

A compact, low-cost, quantitative and multiplexed fluorescence detection platform for point-of-care applications

Obahiagbon, U., Smith, J. T., Zhu, M., Katchman, B. A., Arafa, H., Anderson, K. & Blain Christen, J., Oct 15 2018, In : Biosensors and Bioelectronics. 117, p. 153-160 8 p.

Research output: Contribution to journalArticle

Point-of-Care Systems
Fluorescence
Costs and Cost Analysis
Costs
Papillomavirus E7 Proteins

Adaptively Biased Output Cap-Less NMOS LDO with 19 ns Settling-Time

Mandal, D., Desai, C., Bakkaloglu, B. & Kiaei, S., May 30 2018, (Accepted/In press) In : IEEE Transactions on Circuits and Systems II: Express Briefs.

Research output: Contribution to journalArticle

Electric potential
Capacitance
Bandwidth
Transconductance
Field effect transistors
1 Citation (Scopus)

A facile, robust and versatile finite element implementation to study the time-dependent behaviors of responsive gels

Wang, X., Zhai, Z., Chen, Y. & Jiang, H., Jul 1 2018, In : Extreme Mechanics Letters. 22, p. 89-97 9 p.

Research output: Contribution to journalArticle

Gels
Finite element method
Physics
Damping
Boundary conditions
13 Citations (Scopus)

ALAMO: FPGA acceleration of deep learning algorithms with a modularized RTL compiler

Ma, Y., Suda, N., Cao, Y., Vrudhula, S. & Seo, J., Jan 1 2018, (Accepted/In press) In : Integration, the VLSI Journal.

Research output: Contribution to journalArticle

Learning algorithms
Field programmable gate arrays (FPGA)
Neural networks
Throughput
Hardware
1 Citation (Scopus)

Algorithm and hardware design of discrete-time spiking neural networks based on back propagation with binary activations

Yin, S., Venkataramanaiah, S. K., Chen, G. K., Krishnamurthy, R., Cao, Y., Chakrabarti, C. & Seo, J., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

spiking
Backpropagation
hardware
Chemical activation
activation

Algorithm-hardware co-design of single shot detector for fast object detection on FPGAs

Ma, Y., Zheng, T., Cao, Y., Vrudhula, S. & Seo, J., Nov 5 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2018 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., a57

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field programmable gate arrays (FPGA)
Detectors
Hardware
Image classification
Digital circuits