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cs.LG2024
LightFF: Lightweight Inference for Forward-Forward Algorithm
Amin Aminifar, Baichuan Huang, Azra Abtahi +1
The human brain performs tasks with an outstanding energy efficiency, i.e., with approximately 20 Watts. The state-of-the-art Artificial/Deep Neural Networks (ANN/DNN), on the othe…
cs.LG2021
Ensemble Neural Representation Networks
Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch +4
Implicit Neural Representation (INR) has recently attracted considerable attention for storing various types of signals in continuous forms. The existing INR networks require lengt…
cs.LG2021
Efficient Sparse Artificial Neural Networks
Seyed Majid Naji, Azra Abtahi, Farokh Marvasti
The brain, as the source of inspiration for Artificial Neural Networks (ANN), is based on a sparse structure. This sparse structure helps the brain to consume less energy, learn ea…