Table 2 The amount of FPGA resources usage for the decoders.

From: A new approach for neural decoding by inspiring of hyperdimensional computing for implantable intra-cortical BMIs

Methods

JONM 201058

ICAE 202322

The proposed method

Feed forward neural network

SVM

Resources

 Blocks of RAMs

140 Kbytes

5.6 Kbytes

2.3 Kbytes

 DSP48E

234

2

0

 LUT

26,855

1877

9781

 LUT-FF pairs

10,735

684

3925

 Slice registers

19,423

728

3013

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