PARALLEL SESSION
A3L-A
Processors for Spiking NNs and Hyper Dimensional Compute
TUESDAY - 9 September | 10:55 - 12:35
CHAIRS
Melika Payvand, Hussam Amrouch
SESSION PROGRAM
10:55 - 11:20
HPU: A 168pJ/op Multi-Purpose and Multi-Dimension Binary Hyper-Dimensional Processing Unit for Energy-Efficient MAChine Learning
Youbin Kim, Mohamed Ibrahim, Jan Rabaey
11:20 - 11:45
A 65nm 5 TOPS/W Digital CIM Accelerator with Reconfigurable Precision and Temporal Pipelining for Spiking Neural Networks
Deepika Sharma, Shubham Negi, Trishit Dutta, Amogh Agrawal, Kaushik Roy
11:45 - 12:10
SENNA: An Ultra-Low Latency, Time-Deterministic Field-Programmable-Spiking-Neuron-Array (FPSNA)
Ferdinand Pscheidl, Elmar Herzer, Andreas Stoll, Leonidas Richter, Claudia Schuhmann, Stefan Köhler, Sebastian Ruping...
12:10 - 12:35
ElfCore: A 28nm Neural Processor Enabling Dynamic Structured Sparse Training and Online Self-Supervised Learning with Activity-Dependent Weight Update
Zhe Su, Giacomo Indiveri