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  • Jae-sun Seo
2016

A Low Ripple Switched-Capacitor Voltage Regulator Using Flying Capacitance Dithering

Bang, S., Seo, J., Chang, L., Blaauw, D. & Sylvester, D., Jan 20 2016, (Accepted/In press) In : IEEE Journal of Solid-State Circuits.

Research output: Contribution to journalArticle

11 Scopus citations

Compact oscillation neuron exploiting metal-insulator-transition for neuromorphic computing

Chen, P. Y., Seo, J., Cao, Y. & Yu, S., Nov 7 2016, 2016 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 07-10-November-2016. 2967015

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

10 Scopus citations

Efficient memory compression in deep neural networks using coarse-grain sparsification for speech applications

Kadetotad, D., Arunachalam, S., Chakrabarti, C. & Seo, J., Nov 7 2016, 2016 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 07-10-November-2016. 2967028

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

14 Scopus citations

High-performance face detection with CPU-FPGA acceleration

Mohanty, A., Suda, N., Kim, M., Vrudhula, S., Seo, J. & Cao, Y., Jul 29 2016, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 117-120 4 p. 7527184

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

6 Scopus citations

Mitigating effects of non-ideal synaptic device characteristics for on-chip learning

Chen, P. Y., Lin, B., Wang, I. T., Hou, T. H., Ye, J., Vrudhula, S., Seo, J., Cao, Y. & Yu, S., Jan 5 2016, 2015 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015. Institute of Electrical and Electronics Engineers Inc., p. 194-199 6 p. 7372570

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

70 Scopus citations

Nanoelectronic neurocomputing: Status and prospects

Ceze, L., Hasler, J., Likharev, K. K., Seo, J., Sherwood, T., Strukov, D., Xie, Y. & Yu, S., Aug 22 2016, 74th Annual Device Research Conference, DRC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August. 7548506

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

3 Scopus citations

Ranking the parameters of deep neural networks using the fisher information

Tu, M., Berisha, V., Woolf, M., Seo, J. & Cao, Y., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2647-2651 5 p. 7472157

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

3 Scopus citations

Reducing Power, Leakage, and Area of Standard-Cell ASICs Using Threshold Logic Flip-Flops

Kulkarni, N., Yang, J., Seo, J. & Vrudhula, S., Mar 10 2016, (Accepted/In press) In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Research output: Contribution to journalArticle

13 Scopus citations

Reducing the model order of deep neural networks using information theory

Tu, M., Berisha, V., Cao, Y. & Seo, J., Sep 2 2016, Proceedings - IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2016. IEEE Computer Society, Vol. 2016-September. p. 93-98 6 p. 7560179

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

Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA

Ma, Y., Suda, N., Cao, Y., Seo, J. & Vrudhula, S., Sep 26 2016, FPL 2016 - 26th International Conference on Field-Programmable Logic and Applications. Institute of Electrical and Electronics Engineers Inc., 7577356

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

57 Scopus citations

Thermoelectric-based sustainable self-cooling for fine-grained processor hot spots

Lee, S., Pandiyan, D., Seo, J., Phelan, P. & Wu, C-J., Jul 20 2016, Proceedings of the 15th InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITherm 2016. Institute of Electrical and Electronics Engineers Inc., p. 847-856 10 p. 7517635

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

5 Scopus citations

Throughput-optimized openCL-based FPGA accelerator for large-scale convolutional neural networks

Suda, N., Chandra, V., Dasika, G., Mohanty, A., Ma, Y., Vrudhula, S., Seo, J. & Cao, Y., Feb 21 2016, FPGA 2016 - Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 16-25 10 p.

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

196 Scopus citations
2015

A fully-integrated 40-phase flying-capacitance-dithered switched-capacitor voltage regulator with 6mV output ripple

Bang, S., Seo, J., Lee, I., Jeong, S., Pinckney, N., Blaauw, D., Sylvester, D. & Chang, L., Aug 31 2015, IEEE Symposium on VLSI Circuits, Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. C336-C337 7231313

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

4 Scopus citations

Analysis and optimization of CMOS switched-capacitor converters

Sathe, V. S. & Seo, J., Sep 21 2015, Proceedings of the International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 327-334 8 p. 7273535

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

4 Scopus citations

A neuromorphic neural spike clustering processor for deep-brain sensing and stimulation systems

Zhang, B., Jiang, Z., Wang, Q., Seo, J. & Seok, M., Sep 21 2015, Proceedings of the International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 91-97 7 p. 7273496

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

5 Scopus citations

Digital CMOS neuromorphic processor design featuring unsupervised online learning

Seo, J. & Seok, M., Oct 30 2015, IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC. IEEE Computer Society, Vol. 2015-October. p. 49-51 3 p. 7314390

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

8 Scopus citations

Dynamic and leakage power reduction of ASICs using configurable threshold logic gates

Yang, J., Davis, J., Kulkarni, N., Seo, J. & Vrudhula, S., Nov 25 2015, Proceedings of the Custom Integrated Circuits Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. 7338369

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

2 Scopus citations

Energy-efficient reconstruction of compressively sensed bioelectrical signals with stochastic computing circuits

Ma, Y., Kim, M., Cao, Y., Seo, J. & Vrudhula, S., Dec 14 2015, Proceedings of the 33rd IEEE International Conference on Computer Design, ICCD 2015. Institute of Electrical and Electronics Engineers Inc., p. 443-446 4 p. 7357144

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

2 Scopus citations

Fully-integrated switched-capacitor voltage regulator with on-chip current-sensing and workload optimization in 32nm SOI CMOS

Mi, X., Mandal, D., Sathe, V., Bakkologlu, B. & Seo, J., Sep 21 2015, Proceedings of the International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 140-145 6 p. 7273504

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

2 Scopus citations

Fully parallel write/read in resistive synaptic array for accelerating on-chip learning

Gao, L., Wang, I. T., Chen, P. Y., Vrudhula, S., Seo, J., Cao, Y., Hou, T. H. & Yu, S., Oct 22 2015, In : Nanotechnology. 26, 45, 455204.

Research output: Contribution to journalArticle

49 Scopus citations

On-Chip Sparse Learning Acceleration With CMOS and Resistive Synaptic Devices

Seo, J., Lin, B., Kim, M., Chen, P. Y., Kadetotad, D., Xu, Z., Mohanty, A., Vrudhula, S., Yu, S., Ye, J. & Cao, Y., Nov 1 2015, In : IEEE Transactions on Nanotechnology. 14, 6, p. 969-979 11 p., 7268884.

Research output: Contribution to journalArticle

11 Scopus citations

Parallel architecture with resistive crosspoint array for dictionary learning acceleration

Kadetotad, D., Xu, Z., Mohanty, A., Chen, P. Y., Lin, B., Ye, J., Vrudhula, S., Yu, S., Cao, Y. & Seo, J., Jun 1 2015, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 5, 2, p. 194-204 11 p., 07116611.

Research output: Contribution to journalArticle

31 Scopus citations

Technology-design co-optimization of resistive cross-point array for accelerating learning algorithms on chip

Chen, P. Y., Kadetotad, D., Xu, Z., Mohanty, A., Lin, B., Ye, J., Vrudhula, S., Seo, J., Cao, Y. & Yu, S., Apr 22 2015, Proceedings -Design, Automation and Test in Europe, DATE. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-April. p. 854-859 6 p. 7092504

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

46 Scopus citations
2014

Neurophysics-inspired parallel architecture with resistive crosspoint array for dictionary learning

Kadetotad, D., Xu, Z., Mohanty, A., Chen, P. Y., Lin, B., Ye, J., Vrudhula, S., Yu, S., Cao, Y. & Seo, J., Dec 9 2014, IEEE 2014 Biomedical Circuits and Systems Conference, BioCAS 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 536-539 4 p. 6981781. (IEEE 2014 Biomedical Circuits and Systems Conference, BioCAS 2014 - Proceedings).

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

9 Scopus citations

Parallel programming of resistive cross-point array for synaptic plasticity

Xu, Z., Mohanty, A., Chen, P. Y., Kadetotad, D., Lin, B., Ye, J., Vrudhula, S., Yu, S., Seo, J. & Cao, Y., 2014, Procedia Computer Science. Elsevier, Vol. 41. p. 126-133 8 p.

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

10 Scopus citations
2013

A 0.1pJ/b 5-to-10Gb/s charge-recycling stacked low-power I/O for on-chip signaling in 45nm CMOS SOI

Liu, Y., Hsieh, P. H., Kim, S., Seo, J. S., Montoye, R., Chang, L., Tierno, J. & Friedman, D., Apr 29 2013, 2013 IEEE International Solid-State Circuits Conference, ISSCC 2013 - Digest of Technical Papers. p. 400-401 2 p. 6487787. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 56).

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

16 Scopus citations

Specifications of nanoscale devices and circuits for neuromorphic computational systems

Rajendran, B., Liu, Y., Seo, J. S., Gopalakrishnan, K., Chang, L., Friedman, D. J. & Ritter, M. B., Jan 1 2013, In : IEEE Transactions on Electron Devices. 60, 1, p. 246-253 8 p., 6374663.

Research output: Contribution to journalArticle

98 Scopus citations
2011

A 45nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons

Seo, J. S., Brezzo, B., Liu, Y., Parker, B. D., Esser, S. K., Montoye, R. K., Rajendran, B., Tierno, J. A., Chang, L., Modha, D. S. & Friedman, D. J., Nov 9 2011, 2011 IEEE Custom Integrated Circuits Conference, CICC 2011. 6055293. (Proceedings of the Custom Integrated Circuits Conference).

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

184 Scopus citations

A robust edge encoding technique for energy-efficient multi-cycle interconnect

Seo, J. S., Kaul, H., Krishnamurthy, R., Sylvester, D. & Blaauw, D., Feb 1 2011, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 19, 2, p. 264-273 10 p., 5286242.

Research output: Contribution to journalArticle

9 Scopus citations

Crosstalk-aware PWM-based on-chip links with self-calibration in 65 nm CMOS

Seo, J. S., Blaauw, D. & Sylvester, D., Sep 1 2011, In : IEEE Journal of Solid-State Circuits. 46, 9, p. 2041-2052 12 p., 5766781.

Research output: Contribution to journalArticle

9 Scopus citations