DISPS-P1: Design and Implementation of Emerging Signal Processing Systems: Machine Learning / Neuromorphic Computing / IoT |
| Session Type: Poster |
| Time: Thursday, May 16, 08:00 - 10:00 |
| Location: Poster Area J, West Bar, First Floor |
| Session Chair: John McAllister, Queen's University Belfast |
| DISPS-P1.1: COMPRESSING DEEP NEURAL NETWORKS USING TOEPLITZ MATRIX: ALGORITHM DESIGN AND FPGA IMPLEMENTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Siyu Liao; Rutgers University |
| Ashkan Samiee; California State University |
| Chunhua Deng; Rutgers University |
| Yu Bai; California State University |
| Bo Yuan; Rutgers University |
| DISPS-P1.2: A LOW-LATENCY SPARSE-WINOGRAD ACCELERATOR FOR CONVOLUTIONAL NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Haonan Wang; Nanjing University |
| Wenjian Liu; Nanjing University |
| Tianyi Xu; Nanjing University |
| Jun Lin; Nanjing University |
| Zhongfeng Wang; Nanjing University |
| DISPS-P1.3: WORKLOAD-AWARE AUTOMATIC PARALLELIZATION FOR MULTI-GPU DNN TRAINING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sungho Shin; Seoul National University |
| Youngmin Jo; Seoul National University |
| Jungwook Choi; IBM Research AI |
| Swagath Venkataramani; IBM Research AI |
| Vijayalakshmi Srinivasan; IBM Research AI |
| Wonyong Sung; Seoul National University |
| DISPS-P1.4: OBJECT AND TEXT-GUIDED SEMANTICS FOR CNN-BASED ACTIVITY RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sungmin Eum; Booz Allen Hamilton / U.S. Army Research Lab |
| Christopher Reale; Unaffiliated |
| Heesung Kwon; U.S. Army Research Laboratory |
| Claire Bonial; U.S. Army Research Laboratory |
| Clare Voss; U.S. Army Research Laboratory |
| DISPS-P1.5: BLIND MOTION DEBLURRING VIA INCEPTIONRESDENSENET BY USING GAN MODEL |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ze-Ming Chen; National Tsing Hua University |
| Long-Wen Chang; National Tsing Hua University |
| DISPS-P1.6: REDUCED-COMPLEXITY DEEP NEURAL NETWORK-AIDED CHANNEL CODE DECODER: A CASE STUDY FOR BCH DECODER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Chunhua Deng; Rutgers University |
| Siyu Liao; Rutgers University |
| Bo Yuan; Rutgers University |
| DISPS-P1.7: ENHANCING BEAMFORMED FINGERPRINT OUTDOOR POSITIONING WITH HIERARCHICAL CONVOLUTIONAL NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Joao Gante; INESC-ID, IST, Universidade de Lisboa |
| Gabriel Falcao; Instituto de Telecomunicacoes (IT) |
| Leonel Sousa; INESC-ID, IST, Universidade de Lisboa |
| DISPS-P1.8: ENHANCING ACOUSTIC SENSORY RESPONSIVENESS BY EXPLOITING BIO-INSPIRED FEEDBACK COMPUTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| José Guerreiro; University of Strathclyde |
| Joseph Jackson; University of Strathclyde |
| James Windmill; University of Strathclyde |
| DISPS-P1.9: VARIANCE PRESERVING INITIALIZATION FOR TRAINING DEEP NEUROMORPHIC PHOTONIC NETWORKS WITH SINUSOIDAL ACTIVATIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nikolaos Passalis; Aristotle University of Thessaloniki |
| George Mourgias-Alexandris; Aristotle University of Thessaloniki |
| Apostolos Tsakyridis; Aristotle University of Thessaloniki |
| Nikos Pleros; Aristotle University of Thessaloniki |
| Anastasios Tefas; Aristotle University of Thessaloniki |
| DISPS-P1.10: A SPIKING NEURAL NETWORK APPROACH TO AUDITORY SOURCE LATERALISATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Robert Luke; Macquarie University |
| David McAlpine; Macquarie University |
| DISPS-P1.11: EFFICIENT SIGNAL RECONSTRUCTION VIA DISTRIBUTED LEAST SQUARE OPTIMIZATION ON A SYSTOLIC FPGA ARCHITECTURE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Muya Chang; Georgia Institute of Technology |
| Samantak Gangopadhyay; Georgia Institute of Technology |
| Tomer Hamam; Georgia Institute of Technology |
| Justin Romberg; Georgia Institute of Technology |
| Arijit Raychowdhury; Georgia Institute of Technology |
| DISPS-P1.12: LORA DIGITAL RECEIVER ANALYSIS AND IMPLEMENTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Reza Ghanaatian; École Polytechnique Fédérale de Lausanne |
| Orion Afisiadis; École Polytechnique Fédérale de Lausanne |
| Matthieu Cotting; École Polytechnique Fédérale de Lausanne |
| Andreas Burg; École Polytechnique Fédérale de Lausanne |