PROGRAM
Days: Tuesday, December 5th Wednesday, December 6th
Tuesday, December 5th
View this program: with abstractssession overviewtalk overview
08:30-09:00 Session 1: Registration & Breakfast (Day 1)
Location: Amici (4th Floor) | Sponsored By: Vaire Computing (vaire.co)
09:00-10:40 Session 2: IRDS #1
Location: Amici (4th Floor)
Chair:
| 09:00 | Welcome and IRDS Past, Present, and Future |
| 09:50 | The Engine of the Chips Acts Around the World |
10:40-10:55Coffee Break
Location: Amici (4th Floor)
10:55-12:00 Session 3: IRDS #2
Location: Amici (4th Floor)
Chair:
| 10:55 | Beyond CMOS/Emerging Materials Integration with ties to ESHS and Energy Harvesting |
| 11:25 | Beyond CMOS Technology Issues and Critical Considerations |
| 11:55 | Closing Remarks |
12:00-13:00Lunch Break & Registration
Location: Above Ash (16th Floor)
13:00-14:00 Session 4: Keynote (Day 1)
Location: Amici (4th Floor)
Chair:
| 13:00 | Deep Codesign in the Post-Exascale Computing Era (abstract) |
14:00-14:15Coffee Break
Location: Amici (4th Floor)
14:15-15:55 Session 5: Neuromorphic Computing (Algorithms & Applications)
Location: Amici (4th Floor)
Chair:
| 14:15 | Synaptic Sampling of Neural Networks (abstract) PRESENTER: James Aimone |
| 14:35 | A Memcomputing Approach to Prime Factorization (abstract) PRESENTER: Fabio Traversa |
| 14:55 | Enhancing Spiking Deep Learning with Dendrites (abstract) PRESENTER: Mark Plagge |
| 15:05 | Dendrite-inspired Computing to improve Resilience of Neural Networks to Faults in Emerging Memory Technologies (abstract) PRESENTER: Zachary Susskind |
| 15:15 | BuzzSort: A Linear-Time, Event-Driven Data Conversion and Sorting Framework for Approximate Computing Architectures (abstract) PRESENTER: Swagat Bhattacharyya |
| 15:25 | Arithmetic Primitives for Efficient Neuromorphic Computing (abstract) PRESENTER: Ahna Wurm |
| 15:35 | This Is The Way: Routing Neuroscience to Neuromorphic Applications (abstract) PRESENTER: Frances Chance |
| 15:45 | Performance comparison of memristor crossbar-based analog and FPGA-based digital weight-memory-less neural networks (abstract) PRESENTER: Chinamu Kawano |
15:55-16:10Coffee Break
Location: Amici (4th Floor)
16:10-17:50 Session 6: Neuromorphic Computing (Hardware)
Location: Amici (4th Floor)
Chair:
| 16:10 | PimCity: A Compute in Memory Substrate featuring both Row and Column Parallel Computing (abstract) PRESENTER: Husrev Cilasun |
| 16:30 | Memristor-Based Dual Conditional In-Memory Computing (abstract) PRESENTER: Kyung Seok Woo |
| 16:40 | Statistical Characterization of ReRAM Arrays for Analog In-Memory Computing (abstract) PRESENTER: Jesse Short |
| 16:50 | Dynamically Reconfigurable Electrochemical Random Access Memory Device for Neuromorphic Computing (abstract) PRESENTER: Sangheon Oh |
| 17:00 | Device Discovery for Magnetic Tunnel Junctions using Reinforcement Learning (abstract) PRESENTER: Karan Patel |
| 17:10 | An FPGA-based Neuromorphic Processor with All-To-All Connectivity (abstract) PRESENTER: Disha Maheshwari |
| 17:20 | Reconfigurable functionalities for neuromorphic computing (abstract) PRESENTER: Erbin Qiu |
| 17:30 | Deep Mapper: A Multi-Channel Single-Cycle Near-Sensor DNN Accelerator (abstract) PRESENTER: Mehrdad Morsali |
| 17:40 | Design Considerations for 3D Heterogeneous Integration Driven Analog Processing-in-Pixel for Extreme-Edge Intelligence (abstract) PRESENTER: Zihan Yin |
18:00-19:00 Reception & Poster Session
Location: Amici (4th Floor)
Poster Info:
- Reconfigurable functionalities for neuromorphic computing. Erbin Qiu, Yuan-Hang Zhang, Massimiliano Di Ventra and Ivan K Schuller.
- Arithmetic Primitives for Efficient Neuromorphic Computing. Ahna Wurm, Rebecca Seay, Prasanna Date, Shruti R. Kulkarni, Aaron Young and Jeffrey Vetter.
- Performance comparison of memristor crossbar-based analog and FPGA-based digital weight-memory-less neural networks. Chinamu Kawano and Masanori Hashimoto.
- An FPGA-based Neuromorphic Processor with All-To-All Connectivity. Disha Maheshwari, Aaron Young, Prasanna Date, Shruti R. Kulkarni, Brett Witherspoon and Narasinga Rao Miniskar.
- Toward on-chip STDP learning on mixed-signal neuromorphic chips. Ashish Gautam, Takashi Kohno, and Prasanna Date.
- Encrypting based on synchronization of 3D chaotic systems on MPSoC. Roberto Herrera-Charles, Opeyemi Afolabi, José Nuñez.-Pérez and Vincent Adeyemi.
- A Proof-of-Concept Prototyping of Reservoir Computing with Quantum Dots and an Image Sensor for Image Classification. Takuto Matsumoto, Ryo Shirai and Masanori Hashimoto.
- Using non-convex optimization in quantum process tomography: Factored gradient descent is tough to beat. David A. Quiroga and Anastasios Kyrillidis.
- On the Comparison of Swap and Entanglement Swapping in Noisy Intermediate Scale Quantum Computers. Jean-Baptiste Waring and Sébastien Le Beux.
Chair:
Wednesday, December 6th
View this program: with abstractssession overviewtalk overview
08:30-09:00 Session 7: Registration & Breakfast (Day 2)
Location: Amici (4th Floor) | Sponsored By: Vaire Computing (vaire.co)
09:00-10:00 Session 8: Keynote (Day 2)
Location: Amici (4th Floor)
Chair:
| 09:00 | Prospect for Practical Applications using Quantum Computers (abstract) |
10:00-10:15Coffee Break
Location: Amici (4th Floor)
10:15-11:55 Session 9: Quantum Computing
Location: Amici (4th Floor)
Chair:
| 10:15 | Quantum Array Multiplier (abstract) |
| 10:35 | Using non-convex optimization in quantum process tomography: Factored gradient descent is tough to beat (abstract) PRESENTER: David A. Quiroga |
| 10:55 | Optimal Clifford Initial States for Ising Hamiltonians (abstract) PRESENTER: Bikrant Bhattacharyya |
| 11:15 | Design of General Purpose Minimal-Auxiliary Ising Machines (abstract) PRESENTER: Andrew Moore |
| 11:35 | Accelerating VQE Algorithm via Parameters and Measurement Reuse (abstract) PRESENTER: Xinpeng Li |
| 11:45 | Cost Explosion for Efficient Reinforcement Learning Optimisation of Quantum Circuits (abstract) PRESENTER: Alexandru Paler |
12:00-13:00Lunch Break
Location: Above Ash (16th Floor)
13:00-14:40 Session 10: Quantum Computing, Thermodynamic Computing, Edge Computing, Stochastic Computing, and Approximate Computing
Location: Amici (4th Floor)
Chair:
| 13:00 | Thermodynamic AI and the Fluctuation Frontier (abstract) PRESENTER: Patrick Coles |
| 13:20 | A Crisis in Computing (abstract) |
| 13:30 | Thermodynamic Linear Algebra (abstract) PRESENTER: Maxwell Aifer |
| 13:40 | Mitigating the Correlation Problem in Multi-Layer Stochastic Circuits (abstract) PRESENTER: Owen Hoffend |
| 14:00 | High-Speed Compilation of Large-Scale Stochastic Circuits (abstract) PRESENTER: Alexandru Paler |
| 14:10 | Clustering Vehicle Routing Problems on Specialized Hardware (abstract) PRESENTER: Hayato Ushijima-Mwesigwa |
| 14:20 | Testing the Accuracy of Surface Code Decoders (abstract) PRESENTER: Alexandru Paler |
| 14:30 | Unconventional Computing's False Promises? (abstract) |
14:40-14:55Coffee Break
Location: Amici (4th Floor)
14:55-16:05 Session 11: Conventional Computing
Location: Amici (4th Floor)
Chair:
| 14:55 | Limits to the Energy Efficiency of CMOS Microprocessors (abstract) PRESENTER: Ege Erdil |
| 15:15 | RefineHD: Accurate and Efficient Single-Pass Adaptive Learning Using Hyperdimensional Computing (abstract)  PRESENTER: Pere Vergés |
| 15:35 | Low Temperature Hybrid Electronics for Next Generation Computing (abstract) PRESENTER: Stephen Whiteley |
| 15:45 | A Proof-of-Concept Prototyping of Reservoir Computing with Quantum Dots and an Image Sensor for Image Classification (abstract) PRESENTER: Takuto Matsumoto |
| 15:55 | Reducing Read Amplification and Re-synthesis in DNA-based Archival Storage (abstract) PRESENTER: Ramil Agliamzanov |
16:05-16:20Coffee Break
Location: Amici (4th Floor)
16:30-18:30 Session 13: Intel Quantum SDK Tutorial
Location: Amici (4th Floor)
Chairs:
| 16:30 | Intel Quantum SDK: Hybrid Quantum-Classical Programming Tools (abstract) PRESENTER: Kevin Rasch |