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ORCIDICRC 2019: San Mateo, CA, USA
- 2019 IEEE International Conference on Rebooting Computing, ICRC 2019, San Mateo, CA, USA, November 6-8, 2019. IEEE 2019, ISBN 978-1-7281-5221-9
Session 1 - Machine Learning Systems
- Sourabh Kulkarni, Sachin Bhat, Csaba Andras Moritz:
Reconfigurable Probabilistic AI Architecture for Personalized Cancer Treatment. 1-7 - Genki Ohashi, Hirosato Seki, Masahiro Inuiguchi:
On a Learning Method of the SIC Fuzzy Inference Model with Consequent Fuzzy Sets. 8-15 - Sergey Serebryakov
, Dejan S. Milojicic, Natalia Vassilieva, Stephen Fleischman, Robert D. Clark:
Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications. 16-24
Session 2 - Technology for Machine Learning
- Wen Ma, Pi-Feng Chiu, Won Ho Choi, Minghai Qin, Daniel Bedau, Martin Lueker-Boden:
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks. 25-33 - David J. Mountain:
A Comparator Design Targeted towards Neural Nets. 34-43 - Martin Foltin, Glaucimar Aguiar, Rodrigo Antunes, Plínio Silveira, Gustavo Knuppe, Joao Ambrosi, Soumitra Chatterjee, Jitendra Onkar Kolhe, Sunil Lakshiminarashimha, Dejan S. Milojicic, John Paul Strachan, Craig Warner, Amit Sharma, Eddie Lee, Sai Rahul Chalamalasetti, Chris Brueggen, Charles Williams, Nathaniel Jansen, Felipe Saenz, Luis Federico Li:
FPGA Demonstrator of a Programmable Ultra-Efficient Memristor-Based Machine Learning Inference Accelerator. 44-53
Session 3 - Quantum Computing
- Hamed Mohammadbagherpoor, Young-Hyun Oh, Patrick Dreher, Anand Singh, Xianqing Yu, Andy J. Rindos:
An Improved Implementation Approach for Quantum Phase Estimation on Quantum Computers. 54-62 - Elijah Pelofske, Georg Hahn, Hristo N. Djidjev:
Optimizing the Spin Reversal Transform on the D-Wave 2000Q. 63-70 - Kaitlin N. Smith, Mitchell A. Thornton:
Entangled State Preparation for Non-Binary Quantum Computing. 71-79
Session 4 - Future Computing Challenges
- Jeffrey S. Young, E. Jason Riedy, Thomas M. Conte, Vivek Sarkar, Prasanth Chatarasi, Sriseshan Srikanth:
Experimental Insights from the Rogues Gallery. 80-87 - Raymond G. Beausoleil, Thomas Van Vaerenbergh, Kirk Bresniker, Catherine Graves, Kimberly Keeton, Suhas Kumar, Can Li, Dejan S. Milojicic, Sergey Serebryakov, John Paul Strachan:
Future Computing Systems (FCS) to Support "Understanding" Capability. 88-97 - Florian Neugebauer, Ilia Polian, John P. Hayes:
On the Limits of Stochastic Computing. 98-105
Session 5 - Novel Computing Approaches
- Rene Celis-Cordova, Alexei O. Orlov, Tian Lu, Jason M. Kulick, Gregory L. Snider:
Design of a 16-Bit Adiabatic Microprocessor. 106-109 - S. J. Dat Tran, Christof Teuscher:
Hierarchical Memcapacitive Reservoir Computing Architecture. 110-115 - Zhong Sun, Giacomo Pedretti, Daniele Ielmini:
Fast Solution of Linear Systems with Analog Resistive Switching Memory (RRAM). 120-124 - Md Arif Iqbal, Naveen Kumar Macha, Bhavana Tejaswini Repalle, Mostafizur Rahman:
Designing Crosstalk Circuits at 7nm. 125-128
Session 6 - Photonics
- Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi:
Integrated Photonics Architectures for Residue Number System Computations. 129-137 - Ozan Yakar, Yuqi Nie, Kazumi Wada, Anuradha Agarwal, Ilke Ercan:
Energy Efficiency of Microring Resonator (MRR)-Based Binary Decision Diagram (BDD) Circuits. 138-145 - Bogdan Reznychenko, Yossi Paltiel, Françoise Remacle, Marinella Striccoli, Emmanuel Mazer, Maurizio Coden, Elisabetta Collini, Carlo Nazareno DiBenedetto, Ariela Donval, Barbara Fresch, Hugo Gattuso, Noam Gross:
An n-Bit Adder Realized via Coherent Optical Parallel Computing. 146-152
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