Implementation of the linear transformer-based decoder experiments from 5G LDPC Linear Transformer for Channel Decoding using the Sionna link-level simulator. - pollyjuice74/5G-Decoder
Implementation of attention scoring functionGiven a sequence of encoder states (H_s) and the decoder hidden state (H_t) of current timestep t, the equation for computing attention score is:Score = (H_s.W_a).Transpose(H_t)(W_a = trainable parameters)(https://nlp.stanford.edu/pubs/...
The infrared function is output on the TIM_IR pin. The activation of this function is done through the GPIOx_AFRx register by enabling the related alternate function bit. The reference manual also mentions the I2C_PB9_...
T. Ga¨nsler and P. Eneroth, “Influence of audio coding on stereophonic acoustic echo cancellation,” in Proc. IEEE ICASSP, 1998, pp. 3649–3652. A. Gilloire and V. Turbin, “Using auditory properties to improve the behavior of stereophonic acoustic echo cancellers,” in Proc. IEEE IC...
This project targets the implementation design of a pipelined MIPS RISC Processor using VHDL (Very high speed integrated circuit Hardware Description Language). In this paper MIPS instruction format, instruction data path, decoder modules are analyzed. Furthermore, instruction fetch (IF) module of a ...
2-Variable Function Using 4:1 Mux 3-Variable Function Using 8:1 Mux Demultiplexers Mux vs Demux Parity Bit Generator and Checker Comparators Encoders Keyboard Encoders Priority Encoders Decoders Arithmetic Logic Unit 7-Segment LED Display
4). Such a LED control would also be easily solvable using an MCU with possible additional decoders. However, other SSB circuits already use more sophisticated functions, and the use of FPGAs here integrates them into a single circuit. A block diagram of the different functional parts of the...
The Deinterleaver subsystem performs deinterleaving on the symbol demodulated data with a maximum block size of 48 and the number of columns as 16. The Viterbi Decoder block performs 1/2 rate viterbi decoding on deinterleaved data. For more information on the Deinterleaver subsystem, see HDL Inte...
The idea of VAE is to inferP(z)P(z) usingP(z|X)P(z|X). This is make a lot of sense if we think about it: we want to make our latent variable likely under our data. Talking in term of our fable example, we want to limit our imagination only on animal kingdom domain, so ...
This paper proposes to downsample the tokens through a pooling procedure using depth-wise convolutions.import torch from vit_pytorch.pit import PiT v = PiT( image_size = 224, patch_size = 14, dim = 256, num_classes = 1000, depth = (3, 3, 3), # list of depths, indicating the ...